{"id":"W4407820022","doi":"10.1176/appi.ps.20240163","title":"Outcomes of Flexible Assertive Community Treatment Versus Assertive Community Treatment or Intensive Case Management","year":2025,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Assertive community treatment; Assertiveness; Psychology; Medicine; Psychotherapist; Psychiatry; Mental health; Mental illness","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005941117,0.0005405505,0.0008881328,0.0006165908,0.0009924833,0.0000477829,0.0006805156,0.0002750555,0.0002857647],"category_scores_gemma":[0.0000526408,0.0003686061,0.0003259181,0.001130197,0.000113975,0.00009358205,0.0002122732,0.0005721424,0.0001461081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005639365,"about_ca_system_score_gemma":0.0001522782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07449701,"about_ca_topic_score_gemma":0.0209788,"domain_scores_codex":[0.9957849,0.002047215,0.0008547157,0.000449219,0.0002677721,0.0005962187],"domain_scores_gemma":[0.9943761,0.002684017,0.000419136,0.001882296,0.0004418993,0.0001965919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.02703747,0.04183753,0.1817699,0.001984137,0.03020714,0.01062202,0.2589223,0.0001125935,0.00001355146,0.009703401,0.002056694,0.4357333],"study_design_scores_gemma":[0.009703483,0.006283409,0.4316855,0.0001411315,0.001127792,0.0002430718,0.544721,0.00003507287,0.00006418584,0.001336573,0.004198496,0.0004602271],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485308,0.0007670439,0.000052109,0.001182949,0.003672981,0.001162513,0.0001466582,0.00016923,0.04431573],"genre_scores_gemma":[0.992498,0.0001669163,0.0007044876,0.0006385975,0.00005134993,0.0002858939,0.00005949018,0.0000352313,0.00555997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.435273,"threshold_uncertainty_score":0.9998766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1071126626915722,"score_gpt":0.4601497900857164,"score_spread":0.3530371273941443,"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."}}