{"id":"W2260193216","doi":"10.1002/hed.24388","title":"Human papillomavirus–associated oropharyngeal squamous cell carcinoma and anogenital cancers in men: Epidemiologic evaluation of association","year":2016,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Human papillomavirus; Basal cell; Oncology; Epidemiology; Head and neck; Population; Cancer; Head and neck cancer; Internal medicine; Surgery; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001420325,0.0001581071,0.0006057637,0.00009912582,0.00007709155,0.000003441798,0.00004304299,0.0001539705,0.0001114166],"category_scores_gemma":[0.0007987188,0.0001130667,0.00006867165,0.0001754117,0.00005851031,0.00007997311,0.00003271379,0.0001168341,0.000009036838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001683375,"about_ca_system_score_gemma":0.0002318736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001667058,"about_ca_topic_score_gemma":0.001708586,"domain_scores_codex":[0.9981756,0.0003053351,0.0004526644,0.0002940684,0.0004309677,0.0003414253],"domain_scores_gemma":[0.9990312,0.0002363556,0.000244884,0.0001470983,0.0002505414,0.00008993081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001063419,0.0001262321,0.9364643,0.00006476826,0.00002984108,0.00001024112,0.0005420332,0.000003329456,0.05487096,0.00001605915,0.003136739,0.004629182],"study_design_scores_gemma":[0.007171838,0.0008781657,0.9861299,0.0001278989,0.0001527924,0.000002154626,0.0001339673,0.0002141379,0.00474039,0.00016814,0.0001471502,0.0001334594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890728,0.002701054,7.667106e-7,0.000867342,0.00009159554,0.0004726451,0.00003308589,0.00002734277,0.006733374],"genre_scores_gemma":[0.9988304,0.0001443503,0.0000239086,0.00020917,0.00007955376,0.00006155818,0.00001376127,0.00001565241,0.0006216372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05013057,"threshold_uncertainty_score":0.4610728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05402112413476017,"score_gpt":0.3376790111184589,"score_spread":0.2836578869836987,"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."}}