{"id":"W4365136419","doi":"10.1001/jamapsychiatry.2023.0537","title":"Involuntary Hospitalization and Coercive Treatment of People With Mental Illness Experiencing Homelessness—Going Backward With Foreseeable Harms","year":2023,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental illness; Psychiatry; Involuntary treatment; Mental health; Psychology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002652277,0.0001973974,0.0002258031,0.0004645477,0.005685842,0.004169462,0.001128138,0.007480284,0.004879938],"category_scores_gemma":[0.008144666,0.0001728469,0.0004565193,0.0002281479,0.01633963,0.00429294,0.003629766,0.01013289,0.0002306316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004608102,"about_ca_system_score_gemma":0.01529564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04237471,"about_ca_topic_score_gemma":0.1164029,"domain_scores_codex":[0.9976155,0.001165924,0.00007878566,0.00009842809,0.0003375958,0.0007038804],"domain_scores_gemma":[0.996308,0.001704756,0.0004164824,0.0002596533,0.0003799336,0.0009311747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007634369,0.0003203161,0.0111598,0.0001633609,0.0000270867,0.00173379,0.02293011,0.0004539023,0.0006835587,0.7857063,0.1045395,0.07220599],"study_design_scores_gemma":[0.0001993499,0.0004917523,0.03591726,0.003473668,0.00008445269,0.002450281,0.1077001,0.001850033,0.001341771,0.4011261,0.4451873,0.00017804],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04144822,0.005113737,0.001710286,0.829833,0.003393626,0.00003251259,0.00002492779,0.00001780673,0.1184259],"genre_scores_gemma":[0.786366,0.008528944,0.001500806,0.1683643,0.006560747,0.0001094981,0.0000321046,0.00003811243,0.02849945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04237471,"threshold_uncertainty_score":0.08425611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939911038851557,"score_gpt":0.3347493354113375,"score_spread":0.315350225022822,"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."}}