{"id":"W2400725673","doi":"10.1016/j.cgh.2016.04.042","title":"Quality Improvement Primer Series: The Plan-Do-Study-Act Cycle and Data Display","year":2016,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; Women's College Hospital; University Health Network; University of Toronto","funders":"","keywords":"PDCA; Medicine; Quality management; Colorectal cancer; Colonoscopy; Best practice; Medical education; Family medicine; Internal medicine; Cancer; Service (business); Management; Business; Marketing","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":[0.09308317,0.002828324,0.002736597,0.007837443,0.002045424,0.006952698,0.004289908,0.005589739,0.1498717],"category_scores_gemma":[0.2228928,0.005007601,0.002267129,0.004745884,0.001418114,0.005648488,0.006204564,0.01249861,0.1293073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004271066,"about_ca_system_score_gemma":0.02143112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005227847,"about_ca_topic_score_gemma":0.007786005,"domain_scores_codex":[0.9469245,0.03033021,0.007193289,0.001526032,0.01262739,0.001398582],"domain_scores_gemma":[0.6386347,0.2122901,0.02068719,0.02372382,0.08410262,0.02056158],"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":[0.0002553109,0.0003432651,0.0009612856,0.0003154411,0.00002053711,0.00003588071,0.0001211961,0.0005255616,0.0003006915,0.00222059,0.8846684,0.1102319],"study_design_scores_gemma":[0.0005719446,0.0003937199,0.004215697,0.0009023221,0.00003514904,0.0001542019,0.0001770635,0.002812186,0.001640482,0.006484726,0.9824626,0.0001498381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003514916,0.003788099,0.3547657,0.1936259,0.03916904,0.05337823,0.06634939,0.1080263,0.1773825],"genre_scores_gemma":[0.01588726,0.004664915,0.6519732,0.06203442,0.0108741,0.04730241,0.0487275,0.02762623,0.1309099],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1498717,"threshold_uncertainty_score":0.5013708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07793067955409148,"score_gpt":0.3979916879572459,"score_spread":0.3200610084031544,"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."}}