{"id":"W2133539678","doi":"10.1200/jco.2014.55.1937","title":"Human Papillomavirus and Overall Survival After Progression of Oropharyngeal Squamous Cell Carcinoma","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":546,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Cancer Institute; GlaxoSmithKline; Bristol-Myers Squibb","keywords":"Medicine; Human papillomavirus; Basal cell; Oncology; Internal medicine; Cancer research","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":[0.001917952,0.0001194156,0.001682263,0.00006545649,0.00003765195,0.000003337962,0.00007665477,0.00024519,0.00008474384],"category_scores_gemma":[0.0007020226,0.00007630074,0.0002606146,0.00004217037,0.0002637759,0.00005394119,0.00007523366,0.0005750337,0.000003357584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004102965,"about_ca_system_score_gemma":0.0003110367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002326402,"about_ca_topic_score_gemma":0.00003037987,"domain_scores_codex":[0.9974311,0.0003714779,0.001551313,0.000153532,0.0003023674,0.0001902201],"domain_scores_gemma":[0.9975282,0.000824539,0.0009397406,0.0001337082,0.0002733874,0.0003004525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006483922,0.00192102,0.8646211,0.0002619748,0.00008317187,0.0006235492,0.0002766539,4.899466e-7,0.003459516,0.00008592761,0.002751119,0.1194316],"study_design_scores_gemma":[0.01058912,0.03564945,0.9259719,0.00008570564,0.0002347145,0.00007661138,0.00003563963,0.00001173887,0.0004498741,0.0001500524,0.02666732,0.00007786402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880333,0.001851491,0.000008033178,0.001466572,0.0007597626,0.0001057025,0.000001646251,0.000004605584,0.007768921],"genre_scores_gemma":[0.9967027,0.0002263803,0.0007551727,0.0008695696,0.001190249,0.000002522318,4.459321e-7,0.00001294676,0.0002399572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1193537,"threshold_uncertainty_score":0.3111454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08223994791545691,"score_gpt":0.4483252148059299,"score_spread":0.3660852668904729,"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."}}