{"id":"W3209455383","doi":"10.1016/j.ijrobp.2021.07.1125","title":"Clinical Behavior and Outcome of HPV-Positive Nasopharyngeal Carcinoma","year":2021,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Nasopharyngeal carcinoma; Internal medicine; Cohort; Oncology; HPV infection; Viral load; Cancer; Gastroenterology; Virus; Immunology; Radiation therapy; Cervical cancer","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":[0.0003934782,0.0001815553,0.0002041391,0.0008119603,0.000444091,0.0006408726,0.0003419396,0.0004547854,0.00281875],"category_scores_gemma":[0.002721187,0.0001296374,0.0002976782,0.0006595738,0.0004362999,0.0006262947,0.000439758,0.0003572842,0.0006937859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004457945,"about_ca_system_score_gemma":0.0003261944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004093259,"about_ca_topic_score_gemma":0.003467397,"domain_scores_codex":[0.9997037,0.00007127945,0.00003023893,0.00005185157,0.00004010303,0.0001027214],"domain_scores_gemma":[0.9986853,0.000379833,0.0003436141,0.00005599958,0.0001496344,0.0003855817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002882601,0.00005147991,0.9970482,0.000004762037,0.00001500716,0.0002412657,0.00008650467,0.00007717569,0.0004965219,0.00002056458,0.00006515321,0.00160511],"study_design_scores_gemma":[0.000003848176,0.0001732647,0.9983358,0.00000259437,0.00001673819,0.0006282658,0.0003345407,0.0001800121,0.0001102892,0.00005575104,0.0001541741,0.000004844956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986739,0.0001617501,0.00002807901,0.00003515286,0.000005339129,0.000002897814,0.0001546838,0.00000299584,0.0009352108],"genre_scores_gemma":[0.9994851,0.00005116157,0.000007450801,0.00001041735,0.000006645339,0.000002006728,0.0001563798,0.000001712905,0.0002790009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004093259,"threshold_uncertainty_score":0.009429693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05113095214283951,"score_gpt":0.4110373527751108,"score_spread":0.3599064006322713,"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."}}