{"id":"W2315628315","doi":"10.1158/0008-5472.sabcs11-p4-18-04","title":"P4-18-04: Hypofractionated Radiotherapy for Breast Ductal Carcinoma In Situ.","year":2011,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont; McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Medicine; Radiation therapy; Ductal carcinoma; Breast cancer; Regimen; Radiation oncologist; Breast-conserving surgery; Stage (stratigraphy); Lumpectomy; Radiology; Cancer; Mastectomy; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006234519,0.0002122453,0.0002336154,0.00056151,0.0003238669,0.0001889257,0.0006618198,0.0002344347,0.002815012],"category_scores_gemma":[0.0005336512,0.00007923916,0.0002158792,0.0007441509,0.0002665793,0.0001134875,0.0002135132,0.0002042327,0.000551054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001432257,"about_ca_system_score_gemma":0.002205494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02327915,"about_ca_topic_score_gemma":0.03793237,"domain_scores_codex":[0.9998148,0.00003185591,0.00001148573,0.00002667096,0.00008250772,0.00003272049],"domain_scores_gemma":[0.9997757,0.00002869435,0.00006954774,0.00002382149,0.00004577048,0.00005636828],"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":[0.005986878,0.001299044,0.3659593,0.001378866,0.0002928536,0.002604442,0.0004246358,0.002437545,0.06383224,0.0004363855,0.01047646,0.5448714],"study_design_scores_gemma":[0.0006601914,0.007605161,0.9044645,0.0001445917,0.0002044789,0.01136132,0.0001115579,0.0008502026,0.01805111,0.0001873025,0.05633731,0.00002220996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758332,0.0102495,0.002364917,0.0006098218,0.00007766246,0.0006181932,0.001683353,0.0002100701,0.008353145],"genre_scores_gemma":[0.9830825,0.003875237,0.004226508,0.0002783123,0.0001151991,0.0001967509,0.002685098,0.00003344456,0.005506954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02327915,"threshold_uncertainty_score":0.0462873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09500053291713596,"score_gpt":0.3862847713689658,"score_spread":0.2912842384518298,"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."}}