{"id":"W2110899828","doi":"10.1176/appi.ps.201200170","title":"Forensic and Nonforensic Clients in Assertive Community Treatment: A Longitudinal Study","year":2013,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Assertive community treatment; Criminal justice; Psychology; Mental illness; Assertiveness; Psychiatry; Medicine; Mental health; Criminology; Social psychology","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":[0.0001491861,0.0002352512,0.0003697358,0.0003126305,0.0001836997,0.00006177885,0.0001101375,0.00005744735,0.00008981479],"category_scores_gemma":[0.000009533745,0.000164073,0.00006475759,0.0005155689,0.00004460153,0.0001767233,0.0000745208,0.000242655,0.0001448078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219004,"about_ca_system_score_gemma":0.00006949004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02424296,"about_ca_topic_score_gemma":0.02858708,"domain_scores_codex":[0.9986451,0.0001549609,0.0002648274,0.0002887294,0.0002757316,0.0003706445],"domain_scores_gemma":[0.999027,0.0001220308,0.00006931886,0.0004389708,0.00009575349,0.0002468884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001096729,0.003207165,0.9823155,0.00007271981,0.0001991984,0.00003294906,0.001542428,3.831415e-7,0.000004566931,0.00003479917,0.00001865617,0.01147484],"study_design_scores_gemma":[0.0100885,0.004026506,0.9787639,0.0000215955,0.0001551661,0.00003790931,0.005399413,0.000203799,0.00001896697,0.00115578,0.000009360594,0.0001191148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959679,0.0008120086,8.252508e-7,0.0004394526,0.00009091477,0.001771975,0.000005342419,0.00004501155,0.0008666103],"genre_scores_gemma":[0.9985024,0.00009177712,0.0008265534,0.000111908,0.00006778285,0.0002711392,0.00003267314,0.0000183846,0.00007743036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01135572,"threshold_uncertainty_score":0.9891387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03411269726953641,"score_gpt":0.3274438606947982,"score_spread":0.2933311634252618,"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."}}