{"id":"W2120929929","doi":"10.1093/jnci/95.9.685","title":"Re: Is Less More? Lessons in Radiation Schedules in Breast Cancer","year":2003,"lang":"en","type":"letter","venue":"JNCI Journal of the National Cancer Institute","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Cancer Care Ontario","funders":"","keywords":"Breast cancer; Medicine; Oncology; Cancer; Medical physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005056255,0.0006453672,0.001761994,0.0006996418,0.003260428,0.003133811,0.002478782,0.04053847,0.01169168],"category_scores_gemma":[0.03073181,0.0006634087,0.0007231089,0.001019063,0.003043569,0.005472043,0.001075395,0.04780658,0.006249267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006030092,"about_ca_system_score_gemma":0.004294273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01484349,"about_ca_topic_score_gemma":0.03550059,"domain_scores_codex":[0.9974079,0.001073726,0.0004092453,0.0002845111,0.0005506441,0.0002740514],"domain_scores_gemma":[0.9849951,0.00970703,0.0005582444,0.0004115358,0.002493799,0.001834381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001126122,0.0000388773,0.0008209251,0.00006432355,0.00001831547,0.0008775531,0.000148824,0.00006001501,0.0001292611,0.002357277,0.9816632,0.01370881],"study_design_scores_gemma":[0.0002811382,0.0001231191,0.002362622,0.0005630311,0.00006678612,0.002935921,0.001576626,0.0003515022,0.0002952573,0.01905661,0.9722701,0.0001173725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002169824,0.001507676,0.00004387543,0.9897661,0.007313512,0.000002862183,0.00001631788,0.000009988932,0.001122649],"genre_scores_gemma":[0.004071914,0.002453061,0.0001696639,0.9565493,0.03179731,0.00001399586,0.00001838872,0.00002769809,0.004898764],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04053847,"threshold_uncertainty_score":0.0437516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04186902934668942,"score_gpt":0.3399579162978185,"score_spread":0.2980888869511291,"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."}}