{"id":"W3193941051","doi":"10.1200/jco.21.01083","title":"Randomized Phase III Trial Evaluating Radiation Following Surgical Excision for Good-Risk Ductal Carcinoma In Situ: Long-Term Report From NRG Oncology/RTOG 9804","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Hôtel-Dieu de Québec; Sunnybrook Health Science Centre","funders":"National Cancer Institute","keywords":"Surgical excision; Ductal carcinoma; Reduction (mathematics); Surgical resection; Randomized controlled trial; Radiation therapy; Breast cancer; Absolute risk reduction","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":[0.004109785,0.001034147,0.002298219,0.0004344805,0.0004257291,0.0008370294,0.0008913446,0.001703345,0.005025194],"category_scores_gemma":[0.004544459,0.0004151885,0.002209233,0.0004360215,0.0007045077,0.0006370239,0.0003632989,0.002289174,0.0007259778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005856242,"about_ca_system_score_gemma":0.001281688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008327069,"about_ca_topic_score_gemma":0.002256091,"domain_scores_codex":[0.9981231,0.001452456,0.00008189979,0.0001347442,0.00008262208,0.0001251915],"domain_scores_gemma":[0.9969686,0.001329372,0.0008909081,0.0001860785,0.0001320663,0.0004930263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9739168,0.00426125,0.0009803812,0.0005649658,0.001050499,0.00005024474,0.00003338038,0.0003035537,0.001252464,0.00007524925,0.001457692,0.01605365],"study_design_scores_gemma":[0.9342234,0.06213865,0.001567215,0.0000559481,0.0007613322,0.00003397698,0.000015501,0.000186594,0.0002070067,0.00008983642,0.0007119315,0.000008653704],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693632,0.01358723,0.001422984,0.00232368,0.001104628,0.006583896,0.002594163,0.0001776312,0.002842742],"genre_scores_gemma":[0.9683158,0.005971005,0.002960336,0.004040575,0.0009120062,0.01087329,0.002162074,0.00004508491,0.004719777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005025194,"threshold_uncertainty_score":0.02173489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107786452654934,"score_gpt":0.5026501064794995,"score_spread":0.3948636538245655,"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."}}