{"id":"W3021109999","doi":"10.1016/j.ijrobp.2006.07.785","title":"2376","year":2006,"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":"Université de Montréal","funders":"","keywords":"Medicine; Surgery; Tongue; Radiation therapy; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003031378,0.0008467859,0.0004047204,0.00148418,0.001318998,0.002206787,0.0007900911,0.001309629,0.8776103],"category_scores_gemma":[0.0008601045,0.000244889,0.0003947686,0.001176691,0.0004827789,0.0009548882,0.001237421,0.0006601092,0.8145621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007005659,"about_ca_system_score_gemma":0.000797995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00415012,"about_ca_topic_score_gemma":0.00425426,"domain_scores_codex":[0.9997477,0.00002285303,0.00001643514,0.00006416569,0.0001086074,0.00004032306],"domain_scores_gemma":[0.9994676,0.00008158589,0.00001871953,0.00009012006,0.000224693,0.0001173191],"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":[0.0001935106,0.0002339963,0.001704497,0.0001963737,0.00002723666,0.0002981614,0.0001023784,0.0003215244,0.006869612,0.01526214,0.5587247,0.4160659],"study_design_scores_gemma":[0.00001828306,0.00004084432,0.001213816,0.00007119037,0.00001150501,0.0003938215,0.0000690684,0.0001850098,0.001168325,0.001389526,0.9954317,0.000006941975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001622326,0.0003412216,0.0008750039,0.0005806557,0.0007067937,0.000065956,0.001110095,0.0003775085,0.9943204],"genre_scores_gemma":[0.003778206,0.0002877871,0.0004141873,0.0003262592,0.000129992,0.00003236861,0.00126857,0.00008965612,0.993673],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1223897,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02220299713677991,"score_gpt":0.3467378623380562,"score_spread":0.3245348652012763,"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."}}