{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007712773,0.00006785386,0.0001340419,0.0003764221,0.00003367251,0.000004928571,0.00008661713,0.0001156826,0.00003525216],"category_scores_gemma":[0.00002332557,0.00005376999,0.00001819188,0.0006180085,0.00002785169,0.00005801622,0.0000089057,0.00008966468,0.00001093749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002994402,"about_ca_system_score_gemma":0.00003479944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005154481,"about_ca_topic_score_gemma":0.000759558,"domain_scores_codex":[0.9989093,0.0000823915,0.000324202,0.0001770277,0.0003803632,0.000126705],"domain_scores_gemma":[0.9991749,0.0001000214,0.0003131621,0.0001170958,0.0002660642,0.00002878586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001465367,0.0002614978,0.895532,0.000141926,0.00006960787,0.000001693222,0.006465116,0.00002388568,0.00004210627,0.0002958914,0.0004998588,0.0952011],"study_design_scores_gemma":[0.001163824,0.0003654285,0.9963471,0.00004325142,0.000009668151,0.000006319477,0.0007217716,0.0001046504,0.00001957278,0.0001455636,0.001013318,0.00005947635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833052,0.0001773553,0.000008090325,0.0003712109,0.0003101774,0.00005415761,0.00002699634,0.00001087009,0.01573596],"genre_scores_gemma":[0.999031,0.00004156451,0.0005480115,0.00004853945,0.0001659025,0.000003513484,0.00001128141,0.000006463858,0.0001437101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1008152,"threshold_uncertainty_score":0.2192677,"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."}}