{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003435555,0.0005096617,0.001395498,0.001940314,0.0004665774,0.001139318,0.001944277,0.003214265,0.002959957],"category_scores_gemma":[0.02012768,0.0006383118,0.001354142,0.004795538,0.0004875243,0.002323091,0.001202632,0.003201958,0.0009681544],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001594153,"about_ca_system_score_gemma":0.002345847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.084571,"about_ca_topic_score_gemma":0.1374472,"domain_scores_codex":[0.9971226,0.0006829005,0.0006813692,0.0002770786,0.0007848123,0.0004512935],"domain_scores_gemma":[0.9798778,0.005274663,0.00637042,0.0008083628,0.004702756,0.002966009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000131535,0.00008231497,0.9640222,0.0002000716,0.0001780637,0.00004108041,0.0002053016,0.00008448894,0.00003099247,0.0001276315,0.03012602,0.004770321],"study_design_scores_gemma":[0.00002940471,0.00004202476,0.9968691,0.00008099635,0.00006622017,0.00005037789,0.0004429593,0.0001170777,0.00002026427,0.00007142179,0.002191872,0.00001843104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7236821,0.01859405,0.001135341,0.06139209,0.002009819,0.0002398029,0.1798106,0.000177191,0.01295898],"genre_scores_gemma":[0.9272416,0.005630889,0.00104136,0.01166841,0.001545907,0.0005216049,0.04884389,0.00006214402,0.003444218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9984059,"threshold_uncertainty_score":0.1681575,"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."}}