{"id":"W2893720737","doi":"10.1016/j.ijrobp.2018.09.022","title":"Local Relapse After Breast-Conserving Therapy Versus Mastectomy for Extensive Pure Ductal Carcinoma In Situ ≥4 cm","year":2018,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Hazard ratio; Mastectomy; Breast cancer; Internal medicine; Confidence interval; Proportional hazards model; Ductal carcinoma; Cumulative incidence; Breast-conserving surgery; Oncology; Incidence (geometry); Total Mastectomy; Gynecology; Cancer; Cohort","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":[0.001335246,0.0004095568,0.001319187,0.0002763928,0.0002292366,0.0005315461,0.0005782926,0.0004460232,0.003058253],"category_scores_gemma":[0.00167997,0.0001453049,0.001370953,0.0003297224,0.0005126128,0.0005873702,0.0004989773,0.0009881797,0.0002315857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000609194,"about_ca_system_score_gemma":0.0004801826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001327451,"about_ca_topic_score_gemma":0.005156789,"domain_scores_codex":[0.9994165,0.0002365637,0.00004753136,0.0000774292,0.00005153712,0.0001704778],"domain_scores_gemma":[0.9989793,0.000512594,0.0001705876,0.00007169156,0.00001987727,0.0002459902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6539654,0.01088459,0.1035747,0.001037817,0.002423235,0.00122156,0.0007174048,0.006590589,0.0122031,0.000462945,0.001438897,0.2054797],"study_design_scores_gemma":[0.01894019,0.2792808,0.6818801,0.0002083326,0.004649951,0.001066532,0.001218537,0.004441021,0.004956668,0.001208045,0.002082039,0.00006764748],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969386,0.001959352,0.00008570018,0.0001508279,0.00006641618,0.00003673973,0.00008637712,0.000008703976,0.0006673306],"genre_scores_gemma":[0.9987674,0.0004331224,0.00004150288,0.0001027493,0.00008542542,0.00002506691,0.0001110421,0.000004060374,0.0004297961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003058253,"threshold_uncertainty_score":0.0102309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509759055777959,"score_gpt":0.3036113296250285,"score_spread":0.2885137390672489,"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."}}