{"id":"W2805182203","doi":"10.2196/10503","title":"Human Papillomavirus and Oropharyngeal Cancer Among Indigenous Australians: Protocol for a Prevalence Study of Oral-Related Human Papillomavirus and Cost-Effectiveness of Prevention","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Population; Cancer; Cervical cancer; HPV vaccines; Vaccination; Demography; HPV infection; Cancer prevention; Carriage; Gynecology; Family medicine; Gerontology; Environmental health; Internal medicine; Virology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.04794306,0.00331315,0.005373483,0.003094584,0.004391559,0.002297618,0.003125816,0.0047823,0.05250379],"category_scores_gemma":[0.04232882,0.002705297,0.005685125,0.004300588,0.00181839,0.002240394,0.002772727,0.004885436,0.009303611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01014451,"about_ca_system_score_gemma":0.03073679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019964,"about_ca_topic_score_gemma":0.01473121,"domain_scores_codex":[0.9701202,0.01813825,0.006081863,0.001299443,0.002072235,0.002287945],"domain_scores_gemma":[0.9659311,0.007395632,0.006820619,0.003958619,0.01336282,0.00253119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.388176,0.04867774,0.03498572,0.09253071,0.004910295,0.001546885,0.007657457,0.01033524,0.007775145,0.01503517,0.1576335,0.2307361],"study_design_scores_gemma":[0.2684663,0.06782386,0.1521799,0.02745459,0.003057167,0.000663625,0.004100144,0.008645397,0.006192391,0.009874249,0.4506427,0.0008997287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001885385,0.0001200306,0.0007960626,0.000116668,0.00007001837,0.9923718,0.003145805,0.00003901765,0.001455151],"genre_scores_gemma":[0.001179676,0.00007072427,0.00167404,0.00006102904,0.00001127765,0.9964539,0.0003282834,0.000003284876,0.0002179074],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05250379,"threshold_uncertainty_score":0.2535502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.381042260277428,"score_gpt":0.6220340390057996,"score_spread":0.2409917787283716,"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."}}