{"id":"W2154213684","doi":"10.1002/cncr.20886","title":"Long‐term outcome after breast‐conservation treatment with radiation for mammographically detected ductal carcinoma in situ of the breast","year":2005,"lang":"en","type":"article","venue":"Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":192,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Ductal carcinoma; Breast cancer; Mammography; Asymptomatic; Breast-conserving surgery; Breast surgery; Radiation therapy; Univariate analysis; Breast carcinoma; Mammary gland; Surgery; Radiology; Multivariate analysis; Oncology; Internal medicine; Mastectomy; 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":[0.0007444056,0.0001985288,0.000420445,0.0003061876,0.0003717067,0.0003808355,0.0002617934,0.0004546636,0.0008818292],"category_scores_gemma":[0.002458274,0.00007902183,0.0008218662,0.0002410808,0.0003559313,0.0002376675,0.0003147535,0.0003551807,0.0001923837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005120217,"about_ca_system_score_gemma":0.0002184132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00109512,"about_ca_topic_score_gemma":0.001786719,"domain_scores_codex":[0.9996743,0.00008999585,0.00003092573,0.0000382061,0.00006002207,0.0001064088],"domain_scores_gemma":[0.9984295,0.0003721308,0.0005738625,0.00007877479,0.0001403891,0.0004053681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004984831,0.0008485124,0.9462001,0.0001150639,0.0008024913,0.001770564,0.0002750047,0.001648177,0.003361326,0.00005698851,0.0005104636,0.03942643],"study_design_scores_gemma":[0.0001066753,0.005285898,0.9893161,0.00004470173,0.0002806808,0.002979813,0.0001435913,0.0004741983,0.000743227,0.00006835977,0.0005430551,0.00001363158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976867,0.001622977,0.0001067545,0.00006947766,0.00001591969,0.000007250495,0.00009795865,0.000004396927,0.0003885946],"genre_scores_gemma":[0.9993317,0.000168686,0.00002693602,0.00003360247,0.00001659106,0.000005247244,0.0002780316,0.00000147004,0.0001378809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00109512,"threshold_uncertainty_score":0.003936827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007964593325523406,"score_gpt":0.2448285731936543,"score_spread":0.2368639798681309,"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."}}