{"id":"W2054896185","doi":"10.1016/j.ijrobp.2010.03.048","title":"Treatment Outcomes of Locally Advanced Oropharyngeal Cancer: A Comparison Between Combined Modality Radio-Chemotherapy and Two Variants of Single Modality Altered Fractionation Radiotherapy","year":2010,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Island Health; University of Victoria; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Radiation therapy; Proportional hazards model; Hazard ratio; Chemotherapy; Internal medicine; Stage (stratigraphy); Cancer; Oncology; Confidence interval","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":[0.0009281447,0.0003199299,0.001093324,0.0004783882,0.0001689492,0.0005013661,0.0005349302,0.0005403308,0.002315936],"category_scores_gemma":[0.002155699,0.0001437976,0.001426803,0.0007327634,0.000331772,0.0005627029,0.0004491533,0.0006048549,0.0002107325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008076652,"about_ca_system_score_gemma":0.0004525328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002682959,"about_ca_topic_score_gemma":0.004142841,"domain_scores_codex":[0.9992636,0.0002808914,0.00007303945,0.0001146112,0.0001526085,0.0001152585],"domain_scores_gemma":[0.9988462,0.0005005493,0.0003057982,0.00009044015,0.00006840833,0.0001885172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.4998968,0.005865027,0.2736743,0.001021497,0.007329009,0.0004168113,0.0007831476,0.008915563,0.01636972,0.0005809556,0.001174631,0.1839726],"study_design_scores_gemma":[0.01192474,0.1313034,0.8417875,0.00008148074,0.00583695,0.0005264127,0.0006867108,0.003475098,0.00222368,0.0003822349,0.001707508,0.00006423725],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981071,0.001025467,0.0001116579,0.0000449059,0.00002344845,0.0000212744,0.0001371329,0.000004699521,0.0005243289],"genre_scores_gemma":[0.9992484,0.0002497205,0.00007462863,0.00002454084,0.00003351783,0.00001608375,0.0001710606,0.000004242609,0.0001776897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002682959,"threshold_uncertainty_score":0.007747591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03321742938889151,"score_gpt":0.3912226732103627,"score_spread":0.3580052438214712,"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."}}