{"id":"W4407824781","doi":"10.1002/9781394191369.ch3.5","title":"Quality Improvement in Cancer Care","year":2025,"lang":"en","type":"other","venue":"","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Quality (philosophy); Cancer; Quality management; Computer science; Business; Medicine; Operations management; Engineering; Internal medicine; Physics","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":[0.02627984,0.0005662185,0.0004936758,0.002915721,0.002394632,0.007322664,0.001433473,0.002548047,0.01441304],"category_scores_gemma":[0.04783242,0.0002040661,0.0006724246,0.005635727,0.00597534,0.004812856,0.006188956,0.004154793,0.002466453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01052815,"about_ca_system_score_gemma":0.02268678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217645,"about_ca_topic_score_gemma":0.01386163,"domain_scores_codex":[0.9634221,0.0227299,0.001977135,0.00174394,0.008376576,0.001750247],"domain_scores_gemma":[0.9775425,0.007925265,0.00280339,0.002180102,0.006802711,0.002746051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003059559,0.0000690451,0.002751784,0.001586674,0.00004569433,0.00005906765,0.001270638,0.0006607656,0.0001390909,0.3371901,0.1524411,0.5037555],"study_design_scores_gemma":[0.00002400825,0.00012616,0.004893296,0.003939935,0.00002339567,0.0001617864,0.0009463524,0.0003897152,0.0002340648,0.09091183,0.8983253,0.00002424066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004339751,0.1291597,0.01729918,0.5112672,0.009185728,0.0003155556,0.0004258573,0.0003548386,0.3276522],"genre_scores_gemma":[0.3536668,0.2858319,0.09272993,0.1680869,0.0161129,0.001344098,0.001503538,0.0005726553,0.08015132],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02627984,"threshold_uncertainty_score":0.1389827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2575101491086279,"score_gpt":0.5889615684932253,"score_spread":0.3314514193845975,"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."}}