{"id":"W2134538204","doi":"10.1176/appi.ps.52.8.1100","title":"Factors Associated With Readmission to a Psychiatric Facility","year":2001,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; St Joseph's Health Centre","funders":"","keywords":"Medicine; Warrant; Hospital readmission; Psychiatry; Emergency medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003200471,0.0001975608,0.0002737639,0.0006924803,0.0006933989,0.0006229645,0.0002688712,0.0003031002,0.001887459],"category_scores_gemma":[0.008027805,0.0001131535,0.0002704247,0.0006762272,0.0003104489,0.0002487909,0.0004705541,0.0009090898,0.0001207378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001121899,"about_ca_system_score_gemma":0.001393067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03571886,"about_ca_topic_score_gemma":0.05566104,"domain_scores_codex":[0.9993193,0.0001584767,0.0001007236,0.00004278241,0.0002095827,0.0001690742],"domain_scores_gemma":[0.995559,0.0006551707,0.002222015,0.00009665533,0.0005997441,0.0008674628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003387356,0.00003549617,0.998454,0.000005725537,0.00001395012,0.0001193166,0.0001227812,0.00001912477,0.00003745516,0.000008990344,0.00007990685,0.001069459],"study_design_scores_gemma":[0.00000267565,0.00007151449,0.9987096,0.00001070891,0.00000919559,0.0003991087,0.0005309607,0.0001062792,0.00003077778,0.00001487503,0.0001095612,0.00000482875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992204,0.0001892178,0.00003005292,0.0001238934,0.000006772429,0.000007728828,0.00008580676,0.000003363542,0.0003326671],"genre_scores_gemma":[0.9997537,0.00005576057,0.00003561197,0.00001989787,0.000005790365,0.000002056734,0.00007315064,7.956041e-7,0.00005311231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03571886,"threshold_uncertainty_score":0.07102191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05846959571141275,"score_gpt":0.3609822484332874,"score_spread":0.3025126527218746,"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."}}