{"id":"W3109832925","doi":"10.1101/2020.12.02.20242891","title":"The epidemiology and direct medical costs of diseases associated with human papillomavirus infection among men in Manitoba, Canada","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Human papillomavirus; Epidemiology; Indirect costs; Etiology; Demography; Attributable risk; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003523811,0.0003876816,0.0003619762,0.00264009,0.001886006,0.001483584,0.001293451,0.0003094855,0.00309107],"category_scores_gemma":[0.002060108,0.0003295772,0.0006246623,0.006302727,0.0004624038,0.0003163464,0.0007813728,0.0007360879,0.0001612555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05548317,"about_ca_system_score_gemma":0.05261495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969147,"about_ca_topic_score_gemma":0.9978071,"domain_scores_codex":[0.9991395,0.00008236263,0.00006907246,0.00008035971,0.000353337,0.000275188],"domain_scores_gemma":[0.9975798,0.0001175093,0.0005015516,0.00003703707,0.00117539,0.0005887165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000318106,0.00003124605,0.98464,0.0001508796,0.0001834434,0.0001654874,0.0002174958,0.0005166593,0.00008476978,0.0004670651,0.00618705,0.00732419],"study_design_scores_gemma":[0.00001365714,0.00001546355,0.994609,0.0001939944,0.00008562264,0.000156761,0.0007681616,0.0009508376,0.00005198374,0.0001075245,0.003031966,0.00001493332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9206085,0.01431361,0.0003890736,0.004994827,0.0001172881,0.0002260339,0.04597566,0.00006184822,0.0133132],"genre_scores_gemma":[0.9841031,0.006297811,0.0005449682,0.0005391572,0.00003839906,0.00005076865,0.006360224,0.000008824894,0.002056801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05548317,"threshold_uncertainty_score":0.4025605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0520540652469524,"score_gpt":0.3371575750271404,"score_spread":0.285103509780188,"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."}}