{"id":"W2146904708","doi":"10.12927/hcq.2014.24011","title":"The Opportunity and Strategy for Quality and Health-System Improvement Now and in the Future","year":2014,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Quality management; Best practice; Quality (philosophy); Healthcare system; Business; Process management; Health care; Operations management; Nursing; Medicine; Political science; Marketing; Engineering; Economics; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01661178,0.0004761665,0.0004460763,0.001384335,0.002197334,0.01151105,0.001004313,0.004036569,0.008489541],"category_scores_gemma":[0.01923616,0.0001968448,0.0004661964,0.001449114,0.008396192,0.007152575,0.004298526,0.003825254,0.001106659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01673616,"about_ca_system_score_gemma":0.04059805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04266433,"about_ca_topic_score_gemma":0.0395201,"domain_scores_codex":[0.9899256,0.005140022,0.0002206377,0.0004825965,0.002875931,0.001355119],"domain_scores_gemma":[0.9866,0.003891132,0.001199647,0.0009043983,0.003072911,0.004331823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003133787,0.00008390137,0.004916204,0.0001817408,0.00005414544,0.00008537287,0.0009211543,0.001019853,0.0001916407,0.7928873,0.1413535,0.05827374],"study_design_scores_gemma":[0.00006147768,0.000119275,0.009093701,0.0005343971,0.00002888841,0.000122079,0.00318937,0.003018047,0.0003352436,0.440019,0.5434149,0.00006367477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007798223,0.009586573,0.01238822,0.9041095,0.001451341,0.00007064146,0.0002409386,0.0001243322,0.0642302],"genre_scores_gemma":[0.8333171,0.01459598,0.03904049,0.07355734,0.002435832,0.000216314,0.0003101527,0.0001222582,0.03640465],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04266433,"threshold_uncertainty_score":0.1214299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3540306955798045,"score_gpt":0.451162136025658,"score_spread":0.09713144044585353,"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."}}