{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,20]],"date-time":"2026-10-20T15:12:47Z","timestamp":1792509167236,"version":"4.5.0"},"reference-count":63,"publisher":"American Medical Association (AMA)","issue":"9","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Netw Open"],"abstract":"<jats:sec id=\"ab-zoi250891-4\">\n                    <jats:title>Importance<\/jats:title>\n                    <jats:p>Maturational imbalance between the expression of heightened socioemotional drivers and immature executive control creates a period of vulnerability to risk-taking behaviors during adolescence. Developmental imbalance of the brain functional activity coupled with these behaviors may explain the propensity to develop heavy drinking.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi250891-5\">\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>To compare the longitudinal trajectories of socioemotion and executive control in non\u2013heavy drinkers with those of heavy drinkers before and after drinking onset.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi250891-6\">\n                    <jats:title>Design, Setting, and Participants<\/jats:title>\n                    <jats:p>This cohort study was conducted from January 13, 2013, to January 15, 2022, among participants from the National Consortium on Alcohol and Neurodevelopment in Adolescence cohort with resting-state functional magnetic resonance imaging and neuropsychological assessment data. All participants were individuals who abstained from drinking or drank very little at the baseline visit. The statistical analysis was conducted between October 11, 2024, and July 3, 2025.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi250891-7\">\n                    <jats:title>Exposures<\/jats:title>\n                    <jats:p>Categorical drinking levels that summarized self-reported alcohol consumption in the past year.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi250891-8\">\n                    <jats:title>Main Outcomes and Measures<\/jats:title>\n                    <jats:p>\n                      Brain-behavioral system\n                      <jats:italic toggle=\"yes\">z<\/jats:italic>\n                      scores that reflected the association of selective brain connectivity patterns with selected behaviors were calculated. Higher scores indicated higher reactivity strength of socioemotion or executive control.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi250891-9\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      A total of 3076 visits among 633 participants (mean [SD] age at baseline, 15.7 [2.6] years; 318 female [50.2%]) were analyzed. A total of 238 participants (37.6%) who initiated heavy drinking during the study showed significantly elevated brain-behavior scores (score increase,\u20090.18; 95% CI, 0.08-0.28) in the socioemotional system prior to drinking onset, but their developmental trajectories of the executive control system followed those of the control participants. After drinking onset, developmental deviation occurred in both the socioemotional system (score increase, 0.44; 95% CI, 0.33-0.54) and executive control system (score increase, 0.21; 95% CI 0.11-0.32), with a significantly larger effect size in the socioemotional system (\n                      <jats:italic toggle=\"yes\">z<\/jats:italic>\n                      \u2009=\u20093.51;\n                      <jats:italic toggle=\"yes\">P<\/jats:italic>\n                      \u2009&amp;amp;lt;\u2009.001) compared with before initiating drinking.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi250891-10\">\n                    <jats:title>Conclusions and Relevance<\/jats:title>\n                    <jats:p>These findings suggest that asynchronized maturation of socioemotion- and executive function\u2013coupled brain connectivity in adolescence may be a risk factor for heavy drinking onset in emerging adulthood. In turn, drinking was associated with deficits in the executive control system and exacerbated alteration in the socioemotional system. Recognition of these early-age developmental discrepancies could aid in averting alcohol use disorder in adulthood.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1001\/jamanetworkopen.2025.31378","type":"journal-article","created":{"date-parts":[[2025,9,12]],"date-time":"2025-09-12T15:30:38Z","timestamp":1757691038000},"page":"e2531378","source":"Crossref","is-referenced-by-count":4,"title":["Socioemotional and Executive Control Mismatch in Adolescence and Risks for Initiating Drinking"],"prefix":"10.1001","volume":"8","author":[{"given":"Qingyu","family":"Zhao","sequence":"first","affiliation":[{"name":"Department of Radiology, Weill Cornell Medicine, New York, New York"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Leo","family":"Milecki","sequence":"additional","affiliation":[{"name":"Department of Radiology, Weill Cornell Medicine, New York, New York"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Amy","family":"Kuceyeski","sequence":"additional","affiliation":[{"name":"Department of Radiology, Weill Cornell Medicine, New York, New York"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Logan","family":"Grosenick","sequence":"additional","affiliation":[{"name":"Department of Psychiatry, Weill Cornell Medicine, New York, New York"},{"name":"AI Editor, JAMA Psychiatry"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ty","family":"Brumback","sequence":"additional","affiliation":[{"name":"School of Psychology, Xavier University, Cincinnati, Ohio"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Adolf","family":"Pfefferbaum","sequence":"additional","affiliation":[{"name":"Center for Health Sciences, SRI International, Menlo Park, California"},{"name":"Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Edith V.","family":"Sullivan","sequence":"additional","affiliation":[{"name":"Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kilian M.","family":"Pohl","sequence":"additional","affiliation":[{"name":"Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"10","published-online":{"date-parts":[[2025,9,12]]},"reference":[{"issue":"1","key":"zoi250891r1","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1111\/j.1532-7795.2010.00712.x","article-title":"Braking and accelerating of the adolescent brain.","volume":"21","author":"Casey","year":"2011","journal-title":"J Res Adolesc"},{"issue":"3","key":"zoi250891r2","doi-asserted-by":"publisher","first-page":"216","DOI":"10.1002\/dev.20445","article-title":"A dual systems model of adolescent risk-taking.","volume":"52","author":"Steinberg","year":"2010","journal-title":"Dev Psychobiol"},{"issue":"1","key":"zoi250891r3","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1016\/j.dcn.2011.07.012","article-title":"Self-development: integrating cognitive, socioemotional, and neuroimaging perspectives.","volume":"2","author":"Pfeifer","year":"2012","journal-title":"Dev Cogn Neurosci"},{"key":"zoi250891r4","doi-asserted-by":"publisher","first-page":"104","DOI":"10.1016\/j.nlm.2013.11.003","article-title":"Dorsal and ventral streams: the distinct role of striatal subregions in the acquisition and performance of goal-directed actions.","volume":"108","author":"Hart","year":"2014","journal-title":"Neurobiol Learn Mem"},{"key":"zoi250891r5","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1016\/j.dcn.2015.12.010","article-title":"The dual systems model: review, reappraisal, and reaffirmation.","volume":"17","author":"Shulman","year":"2016","journal-title":"Dev Cogn Neurosci"},{"key":"zoi250891r6","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1146\/annurev.neuro.24.1.167","article-title":"An integrative theory of prefrontal cortex function.","volume":"24","author":"Miller","year":"2001","journal-title":"Annu Rev Neurosci"},{"issue":"2","key":"zoi250891r7","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1176\/appi.neuropsych.12070176","article-title":"Systematic review of neuroimaging correlates of executive functioning: converging evidence from different clinical populations.","volume":"26","author":"Nowrangi","year":"2014","journal-title":"J Neuropsychiatry Clin Neurosci"},{"issue":"1","key":"zoi250891r8","doi-asserted-by":"publisher","first-page":"6922","DOI":"10.1038\/s41467-023-42540-8","article-title":"A canonical trajectory of executive function maturation from adolescence to adulthood.","volume":"14","author":"Tervo-Clemmens","year":"2023","journal-title":"Nat Commun"},{"issue":"41","key":"zoi250891r9","doi-asserted-by":"publisher","first-page":"16249","DOI":"10.1523\/JNEUROSCI.2345-13.2013","article-title":"Functional maturation of the executive system during adolescence.","volume":"33","author":"Satterthwaite","year":"2013","journal-title":"J Neurosci"},{"issue":"4","key":"zoi250891r10","doi-asserted-by":"publisher","first-page":"370","DOI":"10.1176\/appi.ajp.2017.17040469","article-title":"Altered brain developmental trajectories in adolescents after initiating drinking.","volume":"175","author":"Pfefferbaum","year":"2018","journal-title":"Am J Psychiatry"},{"issue":"6","key":"zoi250891r11","doi-asserted-by":"publisher","first-page":"6012","DOI":"10.1111\/ejn.15411","article-title":"Alcohol use and brain morphology in adolescence: a longitudinal study in three different cohorts.","volume":"54","author":"El Marroun","year":"2021","journal-title":"Eur J Neurosci"},{"issue":"6","key":"zoi250891r12","doi-asserted-by":"publisher","first-page":"531","DOI":"10.1176\/appi.ajp.2015.14101249","article-title":"Brain development in heavy-drinking adolescents.","volume":"172","author":"Squeglia","year":"2015","journal-title":"Am J Psychiatry"},{"issue":"4","key":"zoi250891r13","doi-asserted-by":"publisher","first-page":"407","DOI":"10.1001\/jamapsychiatry.2020.4064","article-title":"Association of heavy drinking with deviant fiber tract development in frontal brain systems in adolescents.","volume":"78","author":"Zhao","year":"2021","journal-title":"JAMA Psychiatry"},{"issue":"7","key":"zoi250891r14","doi-asserted-by":"publisher","first-page":"1278","DOI":"10.1111\/j.1530-0277.2009.00953.x","article-title":"Altered white matter integrity in adolescent binge drinkers.","volume":"33","author":"McQueeny","year":"2009","journal-title":"Alcohol Clin Exp Res"},{"issue":"3","key":"zoi250891r15","doi-asserted-by":"publisher","first-page":"1049","DOI":"10.1093\/cercor\/bhx014","article-title":"Influences of age, sex, and moderate alcohol drinking on the intrinsic functional architecture of adolescent brains.","volume":"28","author":"M\u00fcller-Oehring","year":"2018","journal-title":"Cereb Cortex"},{"issue":"5","key":"zoi250891r16","doi-asserted-by":"publisher","first-page":"1039","DOI":"10.1111\/acer.14602","article-title":"Effects of moderate alcohol levels on default mode network connectivity in heavy drinkers.","volume":"45","author":"Fang","year":"2021","journal-title":"Alcohol Clin Exp Res"},{"issue":"2","key":"zoi250891r17","doi-asserted-by":"publisher","DOI":"10.1111\/adb.12914","article-title":"Adolescent alcohol use disrupts functional neurodevelopment in sensation seeking girls.","volume":"26","author":"Zhao","year":"2021","journal-title":"Addict Biol"},{"issue":"11","key":"zoi250891r18","doi-asserted-by":"publisher","first-page":"1131","DOI":"10.1001\/jamapsychiatry.2023.2949","article-title":"Brain networks and adolescent alcohol use.","volume":"80","author":"Yip","year":"2023","journal-title":"JAMA Psychiatry"},{"key":"zoi250891r19","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcn.2024.101413","article-title":"Identifying high school risk factors that forecast heavy drinking onset in understudied young adults.","volume":"68","author":"Zhao","year":"2024","journal-title":"Dev Cogn Neurosci"},{"key":"zoi250891r20","doi-asserted-by":"publisher","DOI":"10.1016\/j.pbb.2020.172906","article-title":"Effect of alcohol use on the adolescent brain and behavior.","volume":"192","author":"Lees","year":"2020","journal-title":"Pharmacol Biochem Behav"},{"key":"zoi250891r21","doi-asserted-by":"publisher","first-page":"176","DOI":"10.3389\/fnbeh.2017.00176","article-title":"Heavy drinking in college students is associated with accelerated gray matter volumetric decline over a 2 year period.","volume":"11","author":"Meda","year":"2017","journal-title":"Front Behav Neurosci"},{"issue":"6","key":"zoi250891r22","doi-asserted-by":"publisher","first-page":"895","DOI":"10.15288\/jsad.2015.76.895","article-title":"The National Consortium on Alcohol and NeuroDevelopment in Adolescence (NCANDA): a multisite study of adolescent development and substance use.","volume":"76","author":"Brown","year":"2015","journal-title":"J Stud Alcohol Drugs"},{"issue":"5","key":"zoi250891r24","doi-asserted-by":"publisher","first-page":"1302","DOI":"10.1007\/s11682-016-9634-2","article-title":"Structural brain anomalies in healthy adolescents in the NCANDA cohort: relation to neuropsychological test performance, sex, and ethnicity.","volume":"11","author":"Sullivan","year":"2017","journal-title":"Brain Imaging Behav"},{"issue":"5","key":"zoi250891r25","doi-asserted-by":"publisher","first-page":"798","DOI":"10.1002\/hbm.20906","article-title":"The SRI24 multichannel atlas of normal adult human brain structure.","volume":"31","author":"Rohlfing","year":"2010","journal-title":"Hum Brain Mapp"},{"issue":"11","key":"zoi250891r26","doi-asserted-by":"publisher","first-page":"2553","DOI":"10.1093\/cercor\/bhn014","article-title":"Functional coactivation map of the human brain.","volume":"18","author":"Toro","year":"2008","journal-title":"Cereb Cortex"},{"issue":"4","key":"zoi250891r27","doi-asserted-by":"publisher","first-page":"449","DOI":"10.1037\/neu0000259","article-title":"Cognitive, emotion control, and motor performance of adolescents in the NCANDA study: contributions from alcohol consumption, age, sex, ethnicity, and family history of addiction.","volume":"30","author":"Sullivan","year":"2016","journal-title":"Neuropsychology"},{"issue":"10","key":"zoi250891r28","doi-asserted-by":"publisher","first-page":"4101","DOI":"10.1093\/cercor\/bhv205","article-title":"Adolescent development of cortical and white matter structure in the NCANDA sample: role of sex, ethnicity, puberty, and alcohol drinking.","volume":"26","author":"Pfefferbaum","year":"2016","journal-title":"Cereb Cortex"},{"key":"zoi250891r29","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2020.116745","article-title":"Finding the needle in a high-dimensional haystack: canonical correlation analysis for neuroscientists.","volume":"216","author":"Wang","year":"2020","journal-title":"Neuroimage"},{"key":"zoi250891r30","doi-asserted-by":"publisher","first-page":"1","DOI":"10.5334\/dsj-2021-026","article-title":"On the application of principal component analysis to classification problems.","volume":"20","author":"Zheng","year":"2021","journal-title":"Data Sci J"},{"issue":"2","key":"zoi250891r31","doi-asserted-by":"publisher","first-page":"254","DOI":"10.1016\/j.jneumeth.2009.11.017","article-title":"A cognitive neuroscience-based computerized battery for efficient measurement of individual differences: standardization and initial construct validation.","volume":"187","author":"Gur","year":"2010","journal-title":"J Neurosci Methods"},{"issue":"1","key":"zoi250891r32","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.beproc.2011.02.007","article-title":"Delay discounting: trait variable?","volume":"87","author":"Odum","year":"2011","journal-title":"Behav Processes"},{"issue":"3","key":"zoi250891r33","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1006\/brcg.1999.1204","article-title":"Influences of handedness and gender on the grooved pegboard test.","volume":"44","author":"Schmidt","year":"2000","journal-title":"Brain Cogn"},{"issue":"9","key":"zoi250891r34","doi-asserted-by":"publisher","first-page":"1372","DOI":"10.1016\/j.addbeh.2014.02.013","article-title":"Examination of a short English version of the UPPS-P Impulsive Behavior Scale.","volume":"39","author":"Cyders","year":"2014","journal-title":"Addict Behav"},{"issue":"4","key":"zoi250891r35","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1076\/chin.8.4.249.13513","article-title":"Confirmatory factor analysis of the Behavior Rating Inventory of Executive Function (BRIEF) in a clinical sample.","volume":"8","author":"Gioia","year":"2002","journal-title":"Child Neuropsychol"},{"issue":"5","key":"zoi250891r36","doi-asserted-by":"publisher","first-page":"483","DOI":"10.15288\/jsa.1987.48.483","article-title":"The Alcohol Expectancy Questionnaire: an instrument for the assessment of adolescent and adult alcohol expectancies.","volume":"48","author":"Brown","year":"1987","journal-title":"J Stud Alcohol"},{"key":"zoi250891r37","doi-asserted-by":"publisher","first-page":"842","DOI":"10.3389\/fpsyg.2013.00842","article-title":"Stroop interference in a delayed match-to-sample task: evidence for semantic competition.","volume":"4","author":"Sturz","year":"2013","journal-title":"Front Psychol"},{"issue":"11","key":"zoi250891r39","doi-asserted-by":"publisher","first-page":"1565","DOI":"10.1038\/nn.4125","article-title":"A positive-negative mode of population covariation links brain connectivity, demographics and behavior.","volume":"18","author":"Smith","year":"2015","journal-title":"Nat Neurosci"},{"issue":"6","key":"zoi250891r41","doi-asserted-by":"publisher","first-page":"976","DOI":"10.1037\/0022-006X.68.6.976","article-title":"Responses to stress in adolescence: measurement of coping and involuntary stress responses.","volume":"68","author":"Connor-Smith","year":"2000","journal-title":"J Consult Clin Psychol"},{"issue":"3","key":"zoi250891r42","doi-asserted-by":"publisher","first-page":"364","DOI":"10.7334\/psicothema2013.342","article-title":"Validity of the DSM-oriented scales of the Child Behavior Checklist and Youth Self-Report.","volume":"26","author":"Lacalle Sister\u00e9","year":"2014","journal-title":"Psicothema"},{"issue":"2","key":"zoi250891r43","doi-asserted-by":"publisher","first-page":"892","DOI":"10.1038\/nprot.2006.115","article-title":"Clinical and empirical applications of the Rey-Osterrieth Complex Figure Test.","volume":"1","author":"Shin","year":"2006","journal-title":"Nat Protoc"},{"issue":"9","key":"zoi250891r44","doi-asserted-by":"publisher","first-page":"744","DOI":"10.1176\/appi.ajp.2018.18030357","article-title":"Neurofunctional domains derived from deep behavioral phenotyping in alcohol use disorder.","volume":"176","author":"Kwako","year":"2019","journal-title":"Am J Psychiatry"},{"key":"zoi250891r45","doi-asserted-by":"publisher","first-page":"492","DOI":"10.1016\/j.neubiorev.2020.04.004","article-title":"Addictions NeuroImaging Assessment (ANIA): towards an integrative framework for alcohol use disorder.","volume":"113","author":"Voon","year":"2020","journal-title":"Neurosci Biobehav Rev"},{"key":"zoi250891r46","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1196\/annals.1440.010","article-title":"The adolescent brain.","volume":"1124","author":"Casey","year":"2008","journal-title":"Ann N Y Acad Sci"},{"issue":"1","key":"zoi250891r47","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1016\/j.dr.2007.08.002","article-title":"A social neuroscience perspective on adolescent risk-taking.","volume":"28","author":"Steinberg","year":"2008","journal-title":"Dev Rev"},{"key":"zoi250891r49","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcn.2019.100681","article-title":"Mind the gap: a review and recommendations for statistically evaluating dual systems models of adolescent risk behavior.","volume":"39","author":"Meisel","year":"2019","journal-title":"Dev Cogn Neurosci"},{"key":"zoi250891r50","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcn.2023.101258","article-title":"The development of functional connectivity within the dorsal striatum from early childhood to adulthood.","volume":"61","author":"Choi","year":"2023","journal-title":"Dev Cogn Neurosci"},{"issue":"6","key":"zoi250891r51","doi-asserted-by":"publisher","first-page":"603","DOI":"10.1001\/jamapsychiatry.2015.0071","article-title":"Large-scale network dysfunction in major depressive disorder: a meta-analysis of resting-state functional connectivity.","volume":"72","author":"Kaiser","year":"2015","journal-title":"JAMA Psychiatry"},{"key":"zoi250891r52","doi-asserted-by":"publisher","first-page":"746","DOI":"10.3389\/fnhum.2013.00746","article-title":"Emotion regulation, attention to emotion, and the ventral attentional network.","volume":"7","author":"Viviani","year":"2013","journal-title":"Front Hum Neurosci"},{"key":"zoi250891r53","doi-asserted-by":"publisher","DOI":"10.1016\/j.addbeh.2021.106823","article-title":"Altered functional connectivity of the dorsal attention network among problematic social network users.","volume":"116","author":"Lee","year":"2021","journal-title":"Addict Behav"},{"key":"zoi250891r54","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2021.102721","article-title":"Dorsal attention network centrality increases during recovery from acute stress exposure.","volume":"31","author":"Broeders","year":"2021","journal-title":"Neuroimage Clin"},{"issue":"1","key":"zoi250891r55","doi-asserted-by":"publisher","first-page":"2396","DOI":"10.1038\/s41598-022-06342-0","article-title":"Inter-relationships between changes in stress, mindfulness, and dynamic functional connectivity in response to a social stressor.","volume":"12","author":"Teng","year":"2022","journal-title":"Sci Rep"},{"key":"zoi250891r56","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1016\/j.bbr.2015.04.018","article-title":"Basal ganglia circuit loops, dopamine and motivation: a review and enquiry.","volume":"290","author":"Ikemoto","year":"2015","journal-title":"Behav Brain Res"},{"issue":"6","key":"zoi250891r57","doi-asserted-by":"publisher","first-page":"805","DOI":"10.1038\/nn1471","article-title":"Dopaminergic modulation of limbic and cortical drive of nucleus accumbens in goal-directed behavior.","volume":"8","author":"Goto","year":"2005","journal-title":"Nat Neurosci"},{"issue":"5","key":"zoi250891r58","doi-asserted-by":"publisher","first-page":"599","DOI":"10.1093\/scan\/nsaa076","article-title":"The basal ganglia and the cerebellum in human emotion.","volume":"15","author":"Pierce","year":"2020","journal-title":"Soc Cogn Affect Neurosci"},{"issue":"6","key":"zoi250891r59","doi-asserted-by":"publisher","first-page":"823","DOI":"10.3390\/biom11060823","article-title":"Understanding emotions: origins and roles of the amygdala.","volume":"11","author":"\u0160imic","year":"2021","journal-title":"Biomolecules"},{"issue":"6","key":"zoi250891r60","doi-asserted-by":"publisher","first-page":"943","DOI":"10.3390\/brainsci13060943","article-title":"The network systems underlying emotions: the rational foundation of deep brain stimulation psychosurgery.","volume":"13","author":"Vega-Zelaya","year":"2023","journal-title":"Brain Sci"},{"issue":"1","key":"zoi250891r61","doi-asserted-by":"publisher","first-page":"10645","DOI":"10.1038\/s41598-021-90222-6","article-title":"Basal ganglia and cerebellum contributions to vocal emotion processing as revealed by high-resolution fMRI.","volume":"11","author":"Ceravolo","year":"2021","journal-title":"Sci Rep"},{"key":"zoi250891r62","doi-asserted-by":"publisher","DOI":"10.1016\/j.drugalcdep.2024.112491","article-title":"An investigation of multimodal predictors of adolescent alcohol initiation.","volume":"265","author":"Moore","year":"2024","journal-title":"Drug Alcohol Depend"},{"issue":"2","key":"zoi250891r63","doi-asserted-by":"publisher","first-page":"279","DOI":"10.1093\/schbul\/sbj041","article-title":"Flat affect in schizophrenia: relation to emotion processing and neurocognitive measures.","volume":"32","author":"Gur","year":"2006","journal-title":"Schizophr Bull"},{"key":"zoi250891r23","author":"Cahalan","year":"1969"},{"key":"zoi250891r40","volume-title":"Multiple Regression Analysis. Mathematical Methods for Digital Computers","author":"Efroymson","year":"1960"},{"key":"zoi250891r48","volume-title":"Adolescent Brain Development: Implications to the Juvenile Criminal Justice System","author":"Luna","year":"2016"},{"key":"zoi250891r38","unstructured":"knnimpute. MATLAB Help Center. Accessed July 3, 2025. https:\/\/www.mathworks.com\/help\/bioinfo\/ref\/knnimpute.html"}],"container-title":["JAMA Network Open"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/articlepdf\/2838791\/zhao_2025_oi_250891_1779978911.7018.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T15:00:38Z","timestamp":1780412438000},"score":1,"resource":{"primary":{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/fullarticle\/2838791"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,12]]},"references-count":63,"journal-issue":{"issue":"9","published-print":{"date-parts":[[2025,9,2]]}},"URL":"https:\/\/doi.org\/10.1001\/jamanetworkopen.2025.31378","relation":{},"ISSN":["2574-3805"],"issn-type":[{"value":"2574-3805","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,9,12]]}}}