{"id":"W2982450721","doi":"10.1177/2150135119881393","title":"Quality Improvement Basics: A Crash Course for Pediatric Cardiac Care","year":2019,"lang":"en","type":"article","venue":"World Journal for Pediatric and Congenital Heart Surgery","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Quality management; Six Sigma; PDCA; Process management; Multidisciplinary approach; Health care; Stakeholder; Psychological intervention; Process (computing); Identification (biology); Checklist; Quality (philosophy); Nursing; Operations management; Engineering; Lean manufacturing; Computer science; Management system","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":[0.004567792,0.001217382,0.0004375231,0.0005968456,0.00322516,0.001592386,0.001757091,0.00195963,0.04187915],"category_scores_gemma":[0.008336653,0.0005060356,0.0007770587,0.0003307891,0.0009534759,0.001793716,0.006019792,0.005619525,0.007392775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003312533,"about_ca_system_score_gemma":0.008557339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002521343,"about_ca_topic_score_gemma":0.009618855,"domain_scores_codex":[0.9986857,0.0004478731,0.00007506499,0.0001546532,0.0002927039,0.0003439134],"domain_scores_gemma":[0.9944196,0.0005650671,0.000178839,0.0001655555,0.0007884527,0.003882425],"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":[0.0002599514,0.002483985,0.007319341,0.0005988472,0.00001985286,0.00271605,0.005340165,0.001149214,0.002110785,0.004905704,0.7369857,0.2361105],"study_design_scores_gemma":[0.0002567591,0.0021081,0.03202503,0.0008405245,0.00002095142,0.00333466,0.008819608,0.001996601,0.001883517,0.01181019,0.9368203,0.00008381104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.194897,0.009581819,0.0733028,0.4598009,0.02256692,0.009369012,0.003698034,0.005407671,0.2213758],"genre_scores_gemma":[0.4376906,0.01574981,0.2210284,0.05915293,0.00657262,0.008852109,0.005049541,0.001306562,0.2445974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04187915,"threshold_uncertainty_score":0.1400997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.201075455162213,"score_gpt":0.537820851060362,"score_spread":0.336745395898149,"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."}}