{"id":"W2064814744","doi":"10.1002/cncr.25344","title":"Effect of radiotherapy boost and hypofractionation on outcomes in ductal carcinoma in situ","year":2010,"lang":"en","type":"article","venue":"Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Memorial University of Newfoundland; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Ductal carcinoma; Breast cancer; Proportional hazards model; Cohort; Internal medicine; Breast-conserving surgery; Oncology; Population; Radiation therapy; Urology; Adjuvant; Mastectomy; Dose fractionation; Log-rank test; Cancer","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":[0.0009764992,0.0001175129,0.0002207027,0.0001939844,0.0000944955,0.0002266134,0.0001499236,0.0001207142,0.0005956494],"category_scores_gemma":[0.002083365,0.00007077885,0.0003909315,0.0002092433,0.0001613571,0.0001313119,0.0001790505,0.0002274893,0.00008881679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003348236,"about_ca_system_score_gemma":0.0002764893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144084,"about_ca_topic_score_gemma":0.00217466,"domain_scores_codex":[0.9997084,0.0001134926,0.00002215044,0.00004873722,0.00007070317,0.0000365043],"domain_scores_gemma":[0.998995,0.0003655457,0.0003974832,0.00006851503,0.0000546189,0.0001187103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003649676,0.0001688588,0.957128,0.00006625565,0.0003718798,0.00006589024,0.00008695106,0.001102841,0.002038091,0.000036402,0.000163338,0.03512172],"study_design_scores_gemma":[0.00005622083,0.001601915,0.9965928,0.00001013064,0.0001570007,0.0002319252,0.00002922791,0.0004181585,0.0006153978,0.00004778595,0.0002363913,0.000002949418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990137,0.0005565241,0.00009797674,0.00003104018,0.000003907336,0.000003791301,0.00005234398,0.000004199354,0.0002365324],"genre_scores_gemma":[0.9997324,0.00008420365,0.00004272384,0.000009847807,0.000006808248,0.000002762611,0.00006929474,0.000001792564,0.00005023045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001144084,"threshold_uncertainty_score":0.005164325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00422463722630638,"score_gpt":0.2803987442428409,"score_spread":0.2761741070165346,"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."}}