{"id":"W4387160287","doi":"10.1016/j.ijrobp.2023.06.1889","title":"Outcomes after Contemporary Definitive Radiotherapy Alone in Patients with TNM-7 Stage III/IV Head and Neck Squamous Cell Carcinoma","year":2023,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Stage (stratigraphy); Radiation therapy; Oncology; Internal medicine; Regimen; Contraindication; Chemotherapy; Pathology","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":[0.0004653111,0.0002131111,0.0005831517,0.0003205742,0.0004451747,0.0008101735,0.0006030164,0.0005404302,0.001813745],"category_scores_gemma":[0.001777082,0.0001392927,0.001336142,0.0005181696,0.0004047494,0.0007127821,0.0009349052,0.0007571072,0.0002406199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276378,"about_ca_system_score_gemma":0.0007241174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005600044,"about_ca_topic_score_gemma":0.0118465,"domain_scores_codex":[0.9996284,0.00006169618,0.00003207331,0.0000829749,0.00007503653,0.0001197307],"domain_scores_gemma":[0.99944,0.0001222424,0.0001647336,0.00004540139,0.00006093236,0.0001666581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006963725,0.0004895097,0.9389625,0.0001912604,0.0009024132,0.0006973092,0.0004809325,0.001721475,0.0008602986,0.0003760621,0.002163469,0.04619112],"study_design_scores_gemma":[0.0001143712,0.002243466,0.9935847,0.0000562307,0.0005541558,0.0006541499,0.0005993053,0.0005234823,0.0001532483,0.0004123618,0.001084443,0.00002009818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950316,0.002411312,0.00008621765,0.0002425274,0.00008360908,0.00001155329,0.0004121935,0.000005834581,0.001715076],"genre_scores_gemma":[0.998279,0.000388862,0.00003578437,0.00008488732,0.00005800467,0.000009472696,0.0007832521,0.000003275488,0.0003575908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005600044,"threshold_uncertainty_score":0.01113486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359179696728046,"score_gpt":0.3163437279671898,"score_spread":0.2927519309999093,"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."}}