{"id":"W3080807994","doi":"10.3389/fonc.2020.01016","title":"Co-incidence of Human Papillomaviruses and Epstein–Barr Virus Is Associated With High to Intermediate Tumor Grade in Human Head and Neck Cancer in Syria","year":2020,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"Qatar University","keywords":"Head and neck cancer; Virology; Head and neck; Epstein–Barr virus; Virus; Incidence (geometry); Medicine; Cancer research; Human papillomavirus; Cancer; Biology; Internal medicine; Surgery; Optics","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":[0.0002827333,0.0002202002,0.0002936062,0.001446019,0.0003586581,0.0007613973,0.0001447503,0.0002286041,0.001518129],"category_scores_gemma":[0.000714921,0.0001803264,0.0003047184,0.001016627,0.0004395166,0.0002547712,0.0005003435,0.0002308864,0.0002960466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002651929,"about_ca_system_score_gemma":0.0003991393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003978124,"about_ca_topic_score_gemma":0.004307137,"domain_scores_codex":[0.9997104,0.00004545391,0.00005429647,0.00005331421,0.00007430817,0.00006217117],"domain_scores_gemma":[0.9993957,0.00008324389,0.000275822,0.00004906301,0.00009164918,0.0001045196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001515279,0.00002327455,0.9913346,0.00001648167,0.00003099696,0.0003278973,0.0001505852,0.00002593015,0.005026426,0.00002345338,0.00006518391,0.002823568],"study_design_scores_gemma":[0.000001468394,0.00003704349,0.9985039,0.00000273848,0.00002259738,0.0005440072,0.0002109052,0.00006964506,0.0004382963,0.00001216856,0.0001546774,0.000002600385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993566,0.0002485779,0.00004973067,0.00001290035,0.000002360265,0.000002363401,0.00004629969,0.000003446068,0.0002777001],"genre_scores_gemma":[0.9995148,0.000194169,0.00004392212,0.000004458493,0.000006554236,0.000001887728,0.00008884222,0.000001034996,0.0001442443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003978124,"threshold_uncertainty_score":0.007909954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959410392280235,"score_gpt":0.3217498979153483,"score_spread":0.3021557939925459,"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."}}