{"id":"W186195606","doi":"10.24095/hpcdp.32.4.01","title":"Distribution of human papillomavirus types, cervical cancer screening history, and risk factors for infection in Manitoba","year":2012,"lang":"en","type":"article","venue":"Chronic diseases and injuries in Canada","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Manitoba Health; International Centre for Infectious Diseases; University of Manitoba; BC Cancer Agency; CancerCare Manitoba; Public Health Agency of Canada","funders":"","keywords":"Medicine; Cervical cancer; Pap test; Human papillomavirus; Papanicolaou stain; Population; Demography; HPV infection; Gynecology; Papanicolaou Test; Obstetrics; Cancer; Cervical cancer screening; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004575263,0.0002885148,0.0002376471,0.001502495,0.001799137,0.0007199521,0.0007133652,0.0002538316,0.001901893],"category_scores_gemma":[0.00100259,0.0003712661,0.0001788504,0.002120347,0.0006003203,0.0002393961,0.0006430191,0.0002724327,0.0003001704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004808559,"about_ca_system_score_gemma":0.006678057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8314849,"about_ca_topic_score_gemma":0.8812486,"domain_scores_codex":[0.999529,0.00008025253,0.00002917485,0.00007208253,0.0001402998,0.0001491889],"domain_scores_gemma":[0.9992141,0.00007337897,0.0001677315,0.00003184403,0.0003020272,0.0002108745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002150232,0.00003756705,0.9970912,0.00001781275,0.00001865438,0.00008984613,0.0005319682,0.00001909162,0.0005155475,0.00001452378,0.0001160876,0.001526242],"study_design_scores_gemma":[0.000003482884,0.00003944113,0.9984943,0.00001441837,0.000009437531,0.000104889,0.0009176317,0.00003838027,0.00006753185,0.000006866048,0.000300441,0.000003250444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977888,0.0003779726,0.0000798898,0.00009633737,0.00000377604,0.00004323971,0.0006349569,0.000007791878,0.000967166],"genre_scores_gemma":[0.9985294,0.0003279376,0.0001500518,0.00007665896,0.000003497499,0.00002495031,0.0002704594,0.000002229749,0.0006147842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1685151,"threshold_uncertainty_score":0.3390151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0285643110811763,"score_gpt":0.3096727379865183,"score_spread":0.281108426905342,"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."}}