{"id":"W7073538481","doi":"","title":"Radiation doses and fractionation schedules in non-low-risk ductal carcinoma in situ in the breast (BIG 3–07/TROG 07.01): a randomised, factorial, multicentre, open-label, phase 3 study","year":2022,"lang":"en","type":"article","venue":"NOVA (University of Newcastle Australia)","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ductal carcinoma; Clinical endpoint; Dose fractionation; Radiation therapy; Carcinoma; Radiation dose; Clinical trial; Fractionation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004089539,0.001256097,0.002688631,0.0007167076,0.0004138876,0.000929416,0.001418378,0.001645244,0.004753214],"category_scores_gemma":[0.002285213,0.0007952038,0.002164017,0.0006220705,0.001884574,0.001018813,0.0005516757,0.002730881,0.0007660303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009290166,"about_ca_system_score_gemma":0.001436338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007532308,"about_ca_topic_score_gemma":0.0015476,"domain_scores_codex":[0.9983491,0.001091276,0.00008127742,0.0001779729,0.0001101998,0.0001901779],"domain_scores_gemma":[0.9984937,0.0005322435,0.0004087296,0.0001657078,0.00005678002,0.0003428603],"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":[0.9246217,0.0434329,0.0008054896,0.0005740229,0.0005458606,0.00002451634,0.000117079,0.0007179863,0.00707153,0.00008391649,0.0005406136,0.0214644],"study_design_scores_gemma":[0.6004488,0.3961549,0.00175515,0.00003331938,0.00026669,0.0000286388,0.00002287936,0.0001852377,0.000635759,0.00008672756,0.0003670202,0.00001480617],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993938,0.001854618,0.000412881,0.0002224752,0.0001585171,0.002493243,0.0002767463,0.00005736681,0.0005861859],"genre_scores_gemma":[0.9864108,0.001965487,0.001999521,0.0009250555,0.0003914695,0.006083644,0.0006012858,0.00003849171,0.001584278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004753214,"threshold_uncertainty_score":0.02162778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06250753138492028,"score_gpt":0.3117519040300978,"score_spread":0.2492443726451776,"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."}}