{"id":"W4307086473","doi":"10.1007/s10552-022-01642-2","title":"Prevalence of cervical human papillomavirus in Mexico, 2010–2017: analysis of 2.7 million women","year":2022,"lang":"en","type":"article","venue":"Cancer Causes & Control","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cervical cancer; Demography; Poisson regression; Epidemiology; Public health; HPV infection; Human papillomavirus; Gynecology; Obstetrics; Internal medicine; Cancer; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0004122171,0.0002849355,0.0002753736,0.001210018,0.0004132127,0.000459799,0.0004076122,0.0003242302,0.001057442],"category_scores_gemma":[0.001001589,0.0002862176,0.000501641,0.001751906,0.0001666901,0.0003871058,0.000517451,0.0003139964,0.0001731438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025953,"about_ca_system_score_gemma":0.0009932735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1469478,"about_ca_topic_score_gemma":0.1499945,"domain_scores_codex":[0.9997928,0.00002752229,0.00002467595,0.0000691432,0.00004032387,0.00004569607],"domain_scores_gemma":[0.9996182,0.00004758514,0.0001779946,0.00002209233,0.00009871509,0.00003542803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007366936,0.00001525246,0.9952573,0.0001108856,0.0001198696,0.00004363051,0.0001421461,0.00004939535,0.00009854911,0.00002776529,0.001453428,0.002608151],"study_design_scores_gemma":[0.000005654054,0.00001862393,0.9974853,0.00004650049,0.00009808898,0.00009537423,0.0004704166,0.0000782217,0.00004554189,0.000008842804,0.001644233,0.000003217247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635552,0.002899883,0.0001984902,0.0003661294,0.00003348695,0.00002780148,0.03115818,0.00002573464,0.001735017],"genre_scores_gemma":[0.978067,0.003295053,0.000361939,0.0001734246,0.00003906148,0.0000784307,0.01666969,0.00001108039,0.001304197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1469478,"threshold_uncertainty_score":0.2921848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04092062007478398,"score_gpt":0.3597272261715761,"score_spread":0.3188066060967921,"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."}}