{"id":"W2124891284","doi":"10.1200/jco.2012.44.0164","title":"Deintensification Candidate Subgroups in Human Papillomavirus–Related Oropharyngeal Cancer According to Minimal Risk of Distant Metastasis","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":589,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Ontario Institute for Cancer Research","funders":"Princess Margaret Hospital Foundation","keywords":"Medicine; Internal medicine; Hazard ratio; Human papillomavirus; Multivariate analysis; Gastroenterology; Oncology; Chemoradiotherapy; Univariate analysis; Proportional hazards model; Radiation therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002389791,0.0001465272,0.002165745,0.0002122211,0.0000499011,0.000005994539,0.0001441346,0.0002104803,0.0002553941],"category_scores_gemma":[0.002431448,0.0001008366,0.0003411316,0.0002981931,0.0001658693,0.0001291397,0.00006355461,0.0008007606,0.00001537668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002664972,"about_ca_system_score_gemma":0.000594136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002589269,"about_ca_topic_score_gemma":0.00124535,"domain_scores_codex":[0.9958777,0.0004072432,0.002927009,0.0002152878,0.0002953212,0.0002774821],"domain_scores_gemma":[0.9962193,0.0008824078,0.001669105,0.0001762486,0.0007036235,0.000349306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003382467,0.001133408,0.7885773,0.0000622915,0.0009463611,0.0002449145,0.0009085227,0.00002120117,0.02849362,0.00008914628,0.004429219,0.1717115],"study_design_scores_gemma":[0.005715804,0.008053713,0.9778697,0.0002699244,0.0005926156,0.00003882937,0.001279991,0.00007533458,0.001488517,0.0002088413,0.004290426,0.0001162741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912671,0.001001969,0.00003355203,0.005846326,0.0007576398,0.0002963221,0.00001178544,0.00000547365,0.0007797739],"genre_scores_gemma":[0.9954521,0.002273072,0.001007206,0.0008387859,0.0003112858,0.00001922422,0.000002088459,0.00001659046,0.00007966581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1892924,"threshold_uncertainty_score":0.4111998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075389248279712,"score_gpt":0.468738519599136,"score_spread":0.3611995947711648,"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."}}