{"id":"W2800104692","doi":"10.14288/1.0365947","title":"Human papillomavirus and oropharyngeal cancer in British Columbia","year":2018,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human papillomavirus; Medicine; Cancer; Virology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002224898,0.000185015,0.0002580768,0.0009619105,0.001097045,0.0006273429,0.00057589,0.0002871756,0.003890524],"category_scores_gemma":[0.001127396,0.0002286854,0.0001611105,0.001969881,0.0002711786,0.0001549485,0.0004274217,0.0003528135,0.0003519828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004493586,"about_ca_system_score_gemma":0.004568101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9168411,"about_ca_topic_score_gemma":0.9546562,"domain_scores_codex":[0.9997301,0.0000297543,0.00001825771,0.00005175398,0.00008659031,0.00008356298],"domain_scores_gemma":[0.9993464,0.00008238535,0.00009920241,0.00003837348,0.0002914014,0.0001421675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001228538,0.00002967143,0.9895886,0.00004135018,0.00002946421,0.0004863011,0.0002343201,0.00009213825,0.0004995989,0.00005188572,0.00181687,0.007007098],"study_design_scores_gemma":[0.000007272876,0.00001443094,0.9973269,0.00003407011,0.0000139061,0.0003617394,0.0005177433,0.0001847842,0.00008089725,0.00002127988,0.001432155,0.000004741825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920575,0.001133111,0.00005646511,0.0001647119,0.0000119884,0.00002782228,0.002537706,0.000009540044,0.004001222],"genre_scores_gemma":[0.9945391,0.0007732535,0.0000926481,0.0001277865,0.000005199558,0.00002052645,0.001804771,0.000005755024,0.00263094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08315885,"threshold_uncertainty_score":0.1672971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317610227218039,"score_gpt":0.2320090347244013,"score_spread":0.2188329324522209,"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."}}