{"id":"W4399463394","doi":"10.12927/hcq.2024.27328","title":"For an Unremarkable Health System","year":2024,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Champion; Identification (biology); Healthcare system; Health care; Business; Quality (philosophy); Quality management; Baseline (sea); Best practice; Operations management; Public relations; Political science; Management; Marketing; Engineering; Economics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03881,0.0009042137,0.0008396307,0.001937579,0.0104256,0.02009977,0.003061937,0.02361201,0.05666316],"category_scores_gemma":[0.0884551,0.0007724538,0.001322988,0.0007365647,0.01769668,0.02238719,0.01458857,0.02442355,0.01969013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006070202,"about_ca_system_score_gemma":0.04905196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003461219,"about_ca_topic_score_gemma":0.004609421,"domain_scores_codex":[0.9612531,0.01247538,0.00155191,0.004277544,0.01374823,0.00669384],"domain_scores_gemma":[0.8906332,0.02061003,0.007828495,0.01513477,0.02545694,0.04033657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000866436,0.0003848466,0.00261842,0.0003024395,0.00006767364,0.0008532807,0.002507397,0.0006633772,0.001401115,0.4306419,0.5019161,0.05855677],"study_design_scores_gemma":[0.00007277045,0.0002120379,0.00093897,0.0006680127,0.00002328078,0.0006554805,0.002173271,0.0006938659,0.0008721422,0.186298,0.8072836,0.000108411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003329858,0.001459479,0.01078263,0.9115094,0.009066963,0.0001562801,0.00008490368,0.0005062692,0.06310429],"genre_scores_gemma":[0.1439007,0.002160852,0.04161045,0.6727983,0.007107613,0.0005863062,0.000285962,0.0004758778,0.1310739],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05666316,"threshold_uncertainty_score":0.2052494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5404495772723069,"score_gpt":0.5704547589337001,"score_spread":0.03000518166139321,"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."}}