{"id":"W2155304401","doi":"10.1016/j.ijrobp.2013.12.027","title":"Final Results of Local-Regional Control and Late Toxicity of RTOG 9003: A Randomized Trial of Altered Fractionation Radiation for Locally Advanced Head and Neck Cancer","year":2014,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":231,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Cancer Institute","keywords":"Head and neck cancer; Radiation therapy; Head and neck; Dose fractionation; Medicine; Toxicity; Randomized controlled trial; Oncology; Radiology; Surgery; 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":[0.001049581,0.0001567954,0.001127454,0.0001708489,0.00004336921,0.000004810795,0.00009804832,0.0001739958,0.00000592463],"category_scores_gemma":[0.001201479,0.0001304693,0.0002220054,0.00009278683,0.0004023458,0.0001819835,0.00001939106,0.0001880542,1.956973e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002024298,"about_ca_system_score_gemma":0.0004537377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006660329,"about_ca_topic_score_gemma":0.00002465698,"domain_scores_codex":[0.9978392,0.0002710233,0.001280494,0.0001914795,0.0002851287,0.0001327145],"domain_scores_gemma":[0.9942713,0.001856697,0.002273672,0.00008252959,0.001438618,0.00007721253],"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":[0.6679656,0.0005700629,0.006202369,0.00008190883,0.00118665,9.833901e-7,0.0005652836,0.002663413,0.01438723,0.004798695,0.0002866194,0.3012912],"study_design_scores_gemma":[0.9264794,0.006135078,0.01628316,0.0003133553,0.0003946757,0.00002300961,0.0000542144,0.03205731,0.006619004,0.007538852,0.00395937,0.0001425767],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9107,0.001033764,0.08151364,0.004580454,0.001078262,0.0008054256,0.0001854101,0.000007705098,0.00009532467],"genre_scores_gemma":[0.9939222,0.002472548,0.002097255,0.0003968262,0.0009794709,0.00004480335,0.00005666086,0.00001240685,0.00001780613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3011486,"threshold_uncertainty_score":0.5320386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02617323074018879,"score_gpt":0.358319041110546,"score_spread":0.3321458103703572,"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."}}