{"id":"W4407392321","doi":"10.1001/jamapsychiatry.2024.4789","title":"Once-Weekly Semaglutide in Adults With Alcohol Use Disorder","year":2025,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":192,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Toronto Metropolitan University","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Alcohol use disorder; Randomized controlled trial; Placebo; Craving; Semaglutide; Alcohol Use Disorders Identification Test; Internal medicine; Alcohol; Alcohol dependence; Physical therapy; Psychiatry; Poison control; Addiction; Emergency medicine; Endocrinology; Injury prevention; Type 2 diabetes; Diabetes mellitus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006146525,0.0002055307,0.0003141695,0.0002186427,0.0000487398,0.00002750075,0.00008628258,0.0001145743,0.00008870269],"category_scores_gemma":[0.00003787691,0.0001454408,0.00008663415,0.0005881022,0.00005085082,0.000156906,0.00001749749,0.0002358647,0.00005452161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007619241,"about_ca_system_score_gemma":0.0001988889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000162199,"about_ca_topic_score_gemma":0.00491671,"domain_scores_codex":[0.9989102,0.00002403572,0.0002466449,0.0003303406,0.000189304,0.0002994981],"domain_scores_gemma":[0.9993248,0.00007496544,0.00005307654,0.0004283322,0.00004647818,0.00007236733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001895304,0.0004270251,0.9796258,0.00007285954,0.0001150358,0.000047939,0.0004969406,0.000006894736,0.000005166356,0.001112898,0.01095437,0.005239735],"study_design_scores_gemma":[0.0178378,0.00017258,0.9730557,0.001453345,0.0001157329,0.00001229754,0.001693214,0.00005732853,0.00003288262,0.0002827891,0.005124277,0.0001620201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766172,0.001519396,0.00003636747,0.01409217,0.0004601882,0.0005064853,0.000002632477,0.0001066875,0.006658829],"genre_scores_gemma":[0.9817818,0.0001384968,0.004458448,0.004426988,0.0001209035,0.0000578889,0.00002751003,0.00002566452,0.008962254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0159425,"threshold_uncertainty_score":0.5930904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110179524771286,"score_gpt":0.2726822774219075,"score_spread":0.2615804821741946,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}