{"id":"W3083578679","doi":"10.3747/co.27.6539","title":"The Case for Breast-Conservation Treatment Rates to Be a Quality Metric","year":2020,"lang":"en","type":"letter","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Metric (unit); Mastectomy; Quality (philosophy); Breast cancer; Family medicine; General surgery; Internal medicine; Cancer; Operations management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02045446,0.0006183208,0.001492971,0.0007868718,0.003050018,0.0051951,0.002673417,0.03995021,0.00603189],"category_scores_gemma":[0.1109491,0.0006859982,0.001342535,0.001434026,0.006760024,0.006703019,0.002199516,0.05862269,0.004338401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004802479,"about_ca_system_score_gemma":0.006191942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006587125,"about_ca_topic_score_gemma":0.00972026,"domain_scores_codex":[0.9862817,0.005438195,0.002046748,0.001499115,0.003921391,0.0008127842],"domain_scores_gemma":[0.8640257,0.09712011,0.005962922,0.003421525,0.02311645,0.006353281],"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":[0.0001221015,0.00004354088,0.001600462,0.00008459735,0.00003855037,0.0004790746,0.0002003643,0.00007940541,0.0001608675,0.006757353,0.9710251,0.01940861],"study_design_scores_gemma":[0.0002394578,0.0002020371,0.003423427,0.0007657877,0.00008214613,0.001953213,0.00113385,0.0009667219,0.0005090301,0.05027681,0.9402325,0.0002149518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002219503,0.0007321782,0.0001335318,0.9911239,0.007108741,0.000003104707,0.00002358943,0.000008485672,0.0006445703],"genre_scores_gemma":[0.004218858,0.0007014676,0.0005597271,0.9671584,0.02618988,0.0000212496,0.00002479106,0.00001648451,0.001109195],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03995021,"threshold_uncertainty_score":0.1081749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1573140914469702,"score_gpt":0.4327964255301629,"score_spread":0.2754823340831927,"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."}}