{"id":"W1967929812","doi":"10.1007/s10549-004-0594-7","title":"A population-based study of the impact of delaying radiotherapy after conservative surgery for breast cancer","year":2004,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Charles-Le Moyne; McGill University Health Centre; Hôpital du Saint-Sacrement; Université Laval; Université de Montréal; Institut National de Santé Publique du Québec","funders":"Canadian Breast Cancer Research Alliance; Breast Cancer Alliance","keywords":"Medicine; Radiation therapy; Breast cancer; Hazard ratio; Confidence interval; Proportional hazards model; Surgery; Population; Mastectomy; Cohort; Survival analysis; Multivariate analysis; Cancer; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001617571,0.0005794882,0.0005331516,0.000668884,0.001351788,0.0009910605,0.0006416616,0.001784816,0.002197533],"category_scores_gemma":[0.006742565,0.000878887,0.001369454,0.001380894,0.0007630716,0.0007601304,0.0006717914,0.002258605,0.0003199867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007553811,"about_ca_system_score_gemma":0.0008528531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02593132,"about_ca_topic_score_gemma":0.02087851,"domain_scores_codex":[0.9979759,0.001099895,0.0001236617,0.0003996313,0.0001658761,0.0002351757],"domain_scores_gemma":[0.9960573,0.001316711,0.001014459,0.0004794425,0.0003361205,0.0007959642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002586138,0.001047195,0.9919417,0.0000250966,0.0007178063,0.0002534355,0.0004239484,0.00008047302,0.0006434184,0.00006421898,0.0001902132,0.002026255],"study_design_scores_gemma":[0.000150375,0.002515958,0.9954078,0.000008334747,0.000436432,0.0002911812,0.0005938632,0.0001734934,0.00005841874,0.00004960398,0.0002978539,0.00001658321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991221,0.0002411378,0.00006423522,0.0001020962,0.00001475257,0.000008215633,0.000143926,0.000002285323,0.0003012343],"genre_scores_gemma":[0.9993039,0.0001386775,0.00006279012,0.00008082527,0.00002111095,0.00001243848,0.000125543,0.000002567804,0.0002520146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02593132,"threshold_uncertainty_score":0.05156076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04419895067030005,"score_gpt":0.3833300986497271,"score_spread":0.339131147979427,"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."}}