{"id":"W2165279145","doi":"10.1093/jnci/djg107","title":"Human Papillomavirus and Oral Cancer: The International Agency for Research on Cancer Multicenter Study","year":2003,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":1227,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Montréal; Queen's University Belfast; Deutsches Krebsforschungszentrum; Queen's University; McGill University","keywords":"Cancer; Medicine; Biopsy; Tonsil; Head and neck cancer; Polymerase chain reaction; Internal medicine; Cervical cancer; Oncology; Antibody; Pathology; Gastroenterology; Immunology; Gene; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062112,0.0006422978,0.0009646078,0.00229598,0.001138015,0.001801798,0.001142033,0.001192643,0.002316085],"category_scores_gemma":[0.008031082,0.0006997042,0.0007835597,0.009302864,0.0004391833,0.001174749,0.001359418,0.001432825,0.0006135721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036598,"about_ca_system_score_gemma":0.001800065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01330945,"about_ca_topic_score_gemma":0.007276229,"domain_scores_codex":[0.995622,0.00210688,0.0003659991,0.0007281413,0.0007009401,0.0004760071],"domain_scores_gemma":[0.9944047,0.0005226728,0.002383039,0.0007500152,0.0008991251,0.001040486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004312825,0.00006273431,0.9959544,0.00006813057,0.0001791747,0.00003527859,0.0001245285,0.00003683804,0.00007160781,0.0001007533,0.001718933,0.001216364],"study_design_scores_gemma":[0.0001304584,0.0001378955,0.9946992,0.00008706986,0.0002139733,0.0001936656,0.0002893336,0.0001233508,0.00003920506,0.00007110787,0.00400368,0.00001108334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346094,0.01223428,0.001427016,0.001411176,0.000260727,0.001318916,0.04074018,0.00006697683,0.007931392],"genre_scores_gemma":[0.9765322,0.003211643,0.001346382,0.0004706162,0.00023377,0.001602053,0.01529978,0.00004850661,0.001255003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01330945,"threshold_uncertainty_score":0.03284842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3111528547602616,"score_gpt":0.5242789975654528,"score_spread":0.2131261428051912,"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."}}