{"id":"W1963731086","doi":"10.12927/hcq..18645","title":"CIHI Survey: Avoidable Admissions and Repeat Admissions: What Do They Tell Us?","year":2007,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Medicine; Health administration; Best practice; Family medicine; MEDLINE; Health information; Environmental health; Health care; Public health; Nursing; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006187173,0.0005444883,0.0009693688,0.0004193903,0.002947949,0.0001162477,0.0004301266,0.0008674514,0.001523323],"category_scores_gemma":[0.001069263,0.0004541621,0.0001586631,0.0005151702,0.00005894679,0.0009485031,0.0001352125,0.002037106,0.0005967091],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008750383,"about_ca_system_score_gemma":0.006488023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01130936,"about_ca_topic_score_gemma":0.03606285,"domain_scores_codex":[0.9919328,0.002206296,0.001871595,0.00103162,0.0006911184,0.002266573],"domain_scores_gemma":[0.989913,0.003811733,0.0005748459,0.001317316,0.0006665471,0.0037165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009178862,0.0002380287,0.6067765,0.002308146,0.00006238457,0.0001744476,0.02353074,2.499033e-7,0.0001475115,0.003028066,0.1216116,0.2412044],"study_design_scores_gemma":[0.001570837,0.001302231,0.5608984,0.001280829,0.00003163869,0.00003768057,0.02500773,0.000005951747,0.00001479132,0.002735648,0.4064578,0.0006564892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8171873,0.04219738,0.0002943265,0.1075827,0.008637835,0.006153209,0.000400464,0.001270835,0.01627598],"genre_scores_gemma":[0.8925577,0.008725585,0.001104369,0.08724549,0.001226558,0.000227973,0.0002767564,0.0001792317,0.008456377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2848462,"threshold_uncertainty_score":0.999791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06030868747823728,"score_gpt":0.4200458210730639,"score_spread":0.3597371335948266,"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."}}