{"id":"W2156724578","doi":"10.1016/s0360-3016(00)00567-8","title":"A shorter fractionation schedule for postlumpectomy breast cancer patients","year":2000,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":98,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care South East; Queen's University; Cancer Care Ontario","funders":"","keywords":"Medicine; Schedule; Breast cancer; Oncology; Cancer; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001524578,0.0001815338,0.0002394717,0.00006907467,0.00009697358,0.00002273369,0.0002700216,0.0001928088,0.0001937149],"category_scores_gemma":[0.00006454904,0.0001664232,0.0002058056,0.00007276535,0.00009672249,0.00004525546,0.00003338769,0.0001378321,0.00001537812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003633627,"about_ca_system_score_gemma":0.0002721958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000234438,"about_ca_topic_score_gemma":0.00001388763,"domain_scores_codex":[0.9988626,0.00007769035,0.0004418094,0.0002459589,0.000179609,0.0001923487],"domain_scores_gemma":[0.9981937,0.00007189407,0.0004916612,0.0001046381,0.001069217,0.00006883004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001396429,0.0009462207,0.5135732,0.000005315498,0.001399578,0.000002448534,0.0001657926,0.000898821,0.004946699,0.0006653435,0.005342191,0.4706579],"study_design_scores_gemma":[0.01636869,0.001412006,0.6622549,0.00005523086,0.0003080282,0.0001621003,0.00007057247,0.0006152184,0.01342185,0.004022426,0.3007312,0.0005778277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880573,0.000506905,0.004183935,0.003614279,0.002140176,0.0002855616,0.000752548,0.00001773729,0.0004416064],"genre_scores_gemma":[0.9925991,0.0008038562,0.001338638,0.001064701,0.003530299,0.00006667875,0.0004798067,0.00002859761,0.00008826965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4700801,"threshold_uncertainty_score":0.6786541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009920426367234851,"score_gpt":0.3151929540498162,"score_spread":0.3052725276825813,"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."}}