{"id":"W2022445816","doi":"10.1016/j.vaccine.2012.09.085","title":"Population-based evaluation of type-specific HPV prevalence among women in British Columbia, Canada","year":2012,"lang":"en","type":"article","venue":"Vaccine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency; Provincial Health Services Authority","funders":"Provincial Health Services Authority","keywords":"Medicine; Genotyping; Population; Gynecology; Cervical cancer screening; Hybrid capture; Papillomaviridae; Cervical cancer; Cervical intraepithelial neoplasia; Demography; Internal medicine; Cancer; Genotype; Biology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005805987,0.0004174827,0.0005740698,0.002221782,0.003190852,0.001318206,0.001469511,0.0006071221,0.001613427],"category_scores_gemma":[0.002209829,0.0005329342,0.000497819,0.005627906,0.0006782946,0.0003841381,0.0008471456,0.0006916331,0.0003251741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02596923,"about_ca_system_score_gemma":0.02278436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968852,"about_ca_topic_score_gemma":0.9981226,"domain_scores_codex":[0.9989593,0.0001177807,0.00009152009,0.0001614216,0.0003610641,0.0003087826],"domain_scores_gemma":[0.9981028,0.0001000189,0.000145695,0.00005154955,0.001216477,0.0003833251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001073339,0.00004832348,0.9942359,0.00004575148,0.00004690068,0.000110298,0.0007850294,0.000104522,0.0002502089,0.00004253216,0.0008284761,0.003394849],"study_design_scores_gemma":[0.000007297165,0.00002789098,0.9975057,0.00001867248,0.00002548557,0.00005292692,0.001659145,0.0001566704,0.00005481827,0.000009437831,0.0004740596,0.000007725209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926718,0.0006589163,0.00008145769,0.0001856857,0.00001120649,0.00006700667,0.004136817,0.00001227033,0.002174802],"genre_scores_gemma":[0.9965498,0.000485897,0.0001457844,0.0001042335,0.000003706157,0.0000279839,0.001314959,0.000004656811,0.001362985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02596923,"threshold_uncertainty_score":0.1884208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03001666556856447,"score_gpt":0.3144502659254464,"score_spread":0.2844336003568819,"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."}}