{"id":"W2801162336","doi":"10.1176/appi.ps.201700468","title":"Trends in Results of HBIPS National Performance Measures and Association With Year of Adoption","year":2018,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seclusion; Medicine; Quarter (Canadian coin); Commission; Health services research; Inpatient care; Demography; Health care; Family medicine; Emergency medicine; Psychiatry; Public health; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007080283,0.0001960286,0.0003369311,0.002377038,0.0003056376,0.001116377,0.0007611934,0.0002810176,0.001293702],"category_scores_gemma":[0.02541096,0.0002031734,0.0004788244,0.003435537,0.0003533988,0.001000255,0.001060298,0.0007781761,0.000247451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001446842,"about_ca_system_score_gemma":0.001597773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02901509,"about_ca_topic_score_gemma":0.02549463,"domain_scores_codex":[0.9961233,0.0007373822,0.000684642,0.0004983575,0.001396355,0.0005599686],"domain_scores_gemma":[0.9497806,0.007056742,0.02871444,0.001724813,0.0108646,0.001858737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002933669,0.00001604893,0.9978764,0.000008925096,0.00002680885,0.000004722162,0.00007370962,0.00005357193,0.00003929785,0.00001843866,0.0002664014,0.001586447],"study_design_scores_gemma":[0.000001113623,0.00005566179,0.9994398,0.000005821465,0.000005483958,0.00001270383,0.0001315753,0.00008346872,0.00008106052,0.000004599093,0.0001765485,0.00000212751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992245,0.0003505232,0.0005879529,0.0003034222,0.00002425098,0.00004203866,0.004892394,0.00004773099,0.001506656],"genre_scores_gemma":[0.995882,0.0001392607,0.0003800818,0.00004327908,0.00001836534,0.00004359632,0.003166947,0.000007991073,0.0003184003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02901509,"threshold_uncertainty_score":0.05769241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02408710542738307,"score_gpt":0.3318038338740842,"score_spread":0.3077167284467011,"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."}}