{"id":"W4220969839","doi":"10.1177/07067437221087945","title":"Therapeutic Passes and Post-Discharge Outcomes in a Psychiatric Inpatient Unit: A Retrospective Study","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Retrospective cohort study; Psychiatry; Unit (ring theory); Medicine; Hospital discharge; Patient discharge; Psychology; MEDLINE; Intensive care medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001527457,0.000174539,0.0003452513,0.0007994896,0.0007173959,0.000053421,0.0004936291,0.00006488723,0.0005563965],"category_scores_gemma":[0.00007609052,0.0001184701,0.0001106863,0.0006837924,0.00008576424,0.0000504063,0.00003249395,0.001204541,0.000009662467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002370542,"about_ca_system_score_gemma":0.002067996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03662337,"about_ca_topic_score_gemma":0.4465848,"domain_scores_codex":[0.9973808,0.0009369488,0.000639613,0.0002221738,0.0003874353,0.0004330624],"domain_scores_gemma":[0.9986589,0.000126276,0.0003768147,0.0003645024,0.0001220141,0.0003514827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001013277,0.0003502236,0.9777772,0.000004149528,0.0001570701,0.0002723518,0.01375418,0.00001289936,4.903898e-7,0.00446408,0.0004777913,0.002628227],"study_design_scores_gemma":[0.001185848,0.001720912,0.9325382,0.00001458282,0.00004290382,0.0007856467,0.04846055,0.000002220024,2.044964e-8,0.01417893,0.0009445359,0.0001256408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627917,0.002455086,0.000003133357,0.02831081,0.005303327,0.0004455282,0.00006113573,0.000006375358,0.0006229245],"genre_scores_gemma":[0.9974994,0.000006308486,0.00008010196,0.002011776,0.0001716715,0.00002262402,0.00000102943,0.00002681527,0.0001802683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4099614,"threshold_uncertainty_score":0.9697918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02864717137541105,"score_gpt":0.3401134123312664,"score_spread":0.3114662409558553,"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."}}