{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009464421,0.0002549281,0.002593432,0.00008261344,0.0001105061,0.00001971761,0.0001927975,0.0007471744,0.00003471964],"category_scores_gemma":[0.01573116,0.0002036806,0.001715822,0.0001171094,0.000171805,0.00002113777,0.0001528924,0.0005776656,0.000001927955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002623875,"about_ca_system_score_gemma":0.002709229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000069242,"about_ca_topic_score_gemma":0.0003623526,"domain_scores_codex":[0.9922867,0.002639946,0.003822508,0.0005718051,0.0003415605,0.0003375082],"domain_scores_gemma":[0.9900293,0.005739693,0.003247624,0.0003047762,0.000464314,0.0002143433],"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":[0.8033031,0.002696563,0.04068626,0.000006705099,0.001497794,0.005599291,0.0001275424,0.0000331652,0.002810084,0.000005696435,0.0003948501,0.142839],"study_design_scores_gemma":[0.9527855,0.00822582,0.03098878,0.00004813923,0.001423992,0.0007286293,0.0001121772,0.0001052003,0.002093868,0.0003294386,0.002944268,0.0002141783],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880515,0.004090629,0.0009168421,0.001307636,0.004491016,0.0007482913,0.00002055033,0.000005266444,0.0003683227],"genre_scores_gemma":[0.99018,0.001240628,0.002995603,0.0001844958,0.004993915,0.00007917496,0.0002304901,0.0000256867,0.00007003982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1494824,"threshold_uncertainty_score":0.9925597,"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."}}