{"id":"W2801581442","doi":"10.3747/co.25.3795","title":"Prescribing Practices of Endocrine Therapy for Ductal Carcinoma in Situ in British Columbia","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Foundation; Positive Living North; Interior Health; BC Cancer Agency; Spinal Cord Injury BC; University of British Columbia","funders":"Canadian Association of Radiation Oncology; American Society for Radiation Oncology","keywords":"Medicine; Lumpectomy; Ductal carcinoma; Mastectomy; Oncology; Internal medicine; Breast cancer; Population; Logistic regression; Proportional hazards model; Radiation therapy; Confounding; Odds ratio; Breast-conserving surgery; Propensity score matching; Gynecology; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004462639,0.0001169526,0.0001879882,0.0007749744,0.0007428533,0.0005286502,0.0006207479,0.000263452,0.002254476],"category_scores_gemma":[0.002360132,0.0001619934,0.0001930476,0.002125009,0.0002882275,0.0001318081,0.0003670032,0.0004128473,0.0002940968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008365417,"about_ca_system_score_gemma":0.007716076,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.91456,"about_ca_topic_score_gemma":0.9491598,"domain_scores_codex":[0.9994505,0.00009816159,0.00007172647,0.0001053377,0.0001899686,0.0000843135],"domain_scores_gemma":[0.9977865,0.000377467,0.000722435,0.00009310224,0.0005847461,0.0004356925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000873753,0.00006747598,0.9708661,0.0001420006,0.00006113453,0.0002202052,0.000631934,0.0002701115,0.0004177604,0.00007002982,0.003360165,0.02380571],"study_design_scores_gemma":[0.000009731428,0.00002493299,0.9962931,0.0001074568,0.00002448866,0.0001840484,0.0007310651,0.0004333181,0.0001495674,0.00002138106,0.002009921,0.00001110684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921879,0.001540022,0.0000862169,0.0006959909,0.00001211025,0.00002920074,0.00263376,0.00001746618,0.002797485],"genre_scores_gemma":[0.9963309,0.001055875,0.0001435453,0.0002330865,0.000005552482,0.00001559259,0.0008676955,0.000005392758,0.0013424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08544004,"threshold_uncertainty_score":0.1718864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07352554208263079,"score_gpt":0.3863530029563478,"score_spread":0.312827460873717,"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."}}