{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000166227,0.0002401665,0.0005983401,0.0001518658,0.0008404625,0.0000289533,0.000104883,0.0001683283,0.00009628266],"category_scores_gemma":[0.000008349181,0.0001689833,0.00004308146,0.0006914715,0.00009722797,0.0003616865,0.00005880508,0.000137446,0.00002266673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138185,"about_ca_system_score_gemma":0.0002471606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003162022,"about_ca_topic_score_gemma":0.02688878,"domain_scores_codex":[0.9983538,0.0001357091,0.0003606256,0.0003571504,0.0003182443,0.0004745011],"domain_scores_gemma":[0.999142,0.0001011277,0.0002426984,0.0002431882,0.0001374458,0.0001335703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002587332,0.000101588,0.7250719,0.0003474883,0.00006519543,0.000004016566,0.2712258,0.00002036815,0.00002222576,0.0007900588,0.0001373745,0.001955203],"study_design_scores_gemma":[0.003264055,0.000671703,0.294542,0.0004770858,0.00005099241,6.216514e-7,0.6992506,0.0004352145,0.0001326906,0.0002336977,0.0006685463,0.0002727907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961632,0.0006214101,0.0001722417,0.0004889327,0.0006786679,0.000922897,0.00005663019,0.0001455209,0.0007505043],"genre_scores_gemma":[0.9976826,0.0006783247,0.000426882,0.00004949109,0.000271199,0.0004149326,0.0001679608,0.00006021333,0.0002484039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4305299,"threshold_uncertainty_score":0.990868,"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."}}