{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,8]],"date-time":"2026-10-08T22:44:29Z","timestamp":1791499469324,"version":"4.3.4"},"reference-count":31,"publisher":"Massachusetts Medical Society","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["NEJM Evidence"],"published-print":{"date-parts":[[2024,3,26]]},"DOI":"10.1056\/evidoa2300041","type":"journal-article","created":{"date-parts":[[2024,3,26]],"date-time":"2024-03-26T13:30:22Z","timestamp":1711459822000},"source":"Crossref","is-referenced-by-count":46,"title":["Individualized Treatment Effect Prediction with Machine Learning \u2014 Salient Considerations"],"prefix":"10.1056","volume":"3","author":[{"given":"Rishi J.","family":"Desai","sequence":"first","affiliation":[{"name":"Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women\u2019s Hospital, Harvard Medical School, Boston"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Robert J.","family":"Glynn","sequence":"additional","affiliation":[{"name":"Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women\u2019s Hospital, Harvard Medical School, Boston"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Scott D.","family":"Solomon","sequence":"additional","affiliation":[{"name":"Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women\u2019s Hospital, Harvard Medical School, Boston"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Brian","family":"Claggett","sequence":"additional","affiliation":[{"name":"Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women\u2019s Hospital, Harvard Medical School, Boston"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shirley V.","family":"Wang","sequence":"additional","affiliation":[{"name":"Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women\u2019s Hospital, Harvard Medical School, Boston"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Muthiah","family":"Vaduganathan","sequence":"additional","affiliation":[{"name":"Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women\u2019s Hospital, Harvard Medical School, Boston"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"150","reference":[{"key":"e_1_3_4_2_2","doi-asserted-by":"publisher","DOI":"10.1093\/ije\/dyw125"},{"key":"e_1_3_4_3_2","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.i5826"},{"key":"e_1_3_4_4_2","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.k4245"},{"key":"e_1_3_4_5_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclinepi.2013.02.009"},{"key":"e_1_3_4_6_2","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1804597116"},{"key":"e_1_3_4_7_2","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2017.1319839"},{"key":"e_1_3_4_8_2","doi-asserted-by":"publisher","DOI":"10.1002\/ejhf.1621"},{"key":"e_1_3_4_9_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jchf.2019.09.009"},{"key":"e_1_3_4_10_2","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCHEARTFAILURE.112.972794"},{"key":"e_1_3_4_11_2","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMoa1313731"},{"key":"e_1_3_4_12_2","doi-asserted-by":"publisher","DOI":"10.7326\/M18-3667"},{"key":"e_1_3_4_13_2","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/asaa076"},{"key":"e_1_3_4_14_2","first-page":"445","volume-title":"Handbook of matching and weighting adjustments for causal inference","unstructured":"Xu Y, Ignatiadis N, Sverdrup E, Fleming S, Wager S, Shah N. Treatment heterogeneity with survival outcomes. In: Zubizarreta JR, Stuart EA, Small DS, Rosenbaum PR, eds. Handbook of matching and weighting adjustments for causal inference. New York: Chapman and Hall\/CRC, 2023:445-482."},{"key":"e_1_3_4_15_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclinepi.2020.05.022"},{"key":"e_1_3_4_16_2","unstructured":"Cui Y Kosorok MR Sverdrup E Wager S Zhu R. Estimating heterogeneous treatment effects with right-censored data via causal survival forests. January 27 2020 (https:\/\/arxiv.org\/abs\/2001.09887). Preprint."},{"key":"e_1_3_4_17_2","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"e_1_3_4_18_2","doi-asserted-by":"publisher","DOI":"10.1093\/jrsssb\/qkac001"},{"key":"e_1_3_4_19_2","doi-asserted-by":"publisher","DOI":"10.1002\/ejhf.814"},{"key":"e_1_3_4_20_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jchf.2018.01.009"},{"key":"e_1_3_4_21_2","doi-asserted-by":"publisher","DOI":"10.1093\/eurheartj\/ehv464"},{"key":"e_1_3_4_22_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jchf.2018.10.017"},{"key":"e_1_3_4_23_2","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCULATIONAHA.114.013255"},{"key":"e_1_3_4_24_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0895-4356(01)00341-9"},{"key":"e_1_3_4_25_2","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1983.10477973"},{"key":"e_1_3_4_26_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclinepi.2017.10.021"},{"key":"e_1_3_4_27_2","unstructured":"Yadlowsky S Fleming S Shah N Brunskill E Wager S. Evaluating treatment prioritization rules via rank-weighted average treatment effects. November 15 2021 (https:\/\/arxiv.org\/abs\/2111.07966). Preprint."},{"key":"e_1_3_4_28_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(00)02039-0"},{"key":"e_1_3_4_29_2","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMc1612601"},{"key":"e_1_3_4_30_2","doi-asserted-by":"publisher","DOI":"10.1002\/sim.1296"},{"key":"e_1_3_4_31_2","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.i1981"},{"key":"e_1_3_4_32_2","doi-asserted-by":"publisher","DOI":"10.1002\/ejhf.884"}],"container-title":["NEJM Evidence"],"original-title":[],"language":"en","deposited":{"date-parts":[[2025,1,30]],"date-time":"2025-01-30T20:05:09Z","timestamp":1738267509000},"score":1,"resource":{"primary":{"URL":"https:\/\/evidence.nejm.org\/doi\/10.1056\/EVIDoa2300041"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,3,26]]},"references-count":31,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2024,3,26]]}},"alternative-id":["10.1056\/EVIDoa2300041"],"URL":"https:\/\/doi.org\/10.1056\/evidoa2300041","relation":{},"ISSN":["2766-5526"],"issn-type":[{"value":"2766-5526","type":"print"}],"subject":[],"published":{"date-parts":[[2024,3,26]]}}}