{"id":"W2071074335","doi":"10.1007/s11414-007-9055-5","title":"Is Readmission a Valid Indicator of the Quality of Inpatient Psychiatric Care?","year":2007,"lang":"en","type":"review","venue":"The Journal of Behavioral Health Services & Research","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Standardization; Health informatics; Public health; Inpatient care; Mental health; Health care; Psychiatry; Emergency medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006842945,0.0007057945,0.006289559,0.003176697,0.0002864431,0.001813567,0.001831421,0.001228282,0.001280355],"category_scores_gemma":[0.02639252,0.0004956443,0.002868784,0.004980244,0.0007036367,0.001586374,0.0006695795,0.001293671,0.0002092537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001152466,"about_ca_system_score_gemma":0.002492061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006628981,"about_ca_topic_score_gemma":0.0127642,"domain_scores_codex":[0.9954448,0.001477533,0.001208133,0.0004530746,0.001296015,0.0001204161],"domain_scores_gemma":[0.9795544,0.01312194,0.004246292,0.0002994399,0.002519836,0.0002581692],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008704384,0.0001626042,0.1304021,0.1549371,0.01714701,0.0002128433,0.0003815652,0.0003092309,0.0003065245,0.0009455514,0.008189026,0.6861361],"study_design_scores_gemma":[0.0007921156,0.002138345,0.6899498,0.1609672,0.05792928,0.003210407,0.002709287,0.001092055,0.001168446,0.003259049,0.07649586,0.0002880389],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004057413,0.9949366,0.00007542539,0.000363697,0.0001551894,0.00001092941,0.0001345347,0.000002294963,0.0002639034],"genre_scores_gemma":[0.04454798,0.9542385,0.000300586,0.0002880553,0.000248839,0.00002520828,0.000269641,0.000001898664,0.00007920342],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.993157,"threshold_uncertainty_score":0.03618938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2914115705019152,"score_gpt":0.6013614110436376,"score_spread":0.3099498405417224,"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."}}