{"id":"W2903748704","doi":"10.21149/9891","title":"Use of HPV testing in cervical cancer screening services in Mexico, 2008-2018: a nationwide database study","year":2018,"lang":"en","type":"article","venue":"Salud Pública de México","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Cervical cancer screening; Cervical cancer; Medicine; Family medicine; Cancer screening; MEDLINE; Cancer; Gynecology; Internal medicine; Biology","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":[0.0009949395,0.0001942337,0.0003294952,0.0012917,0.0004631386,0.0006010286,0.0006325805,0.000393359,0.001721364],"category_scores_gemma":[0.004381638,0.0003332867,0.0004523592,0.002829151,0.0001516183,0.0005923804,0.0006272843,0.0003166965,0.0001508776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001418385,"about_ca_system_score_gemma":0.001083238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07354165,"about_ca_topic_score_gemma":0.08286057,"domain_scores_codex":[0.9991487,0.0002170055,0.0001301626,0.0002263215,0.0001545425,0.00012312],"domain_scores_gemma":[0.9972325,0.0004632714,0.001744853,0.0001907464,0.0002553755,0.000113201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000442471,0.0000296569,0.9987656,0.00001985185,0.00005875046,0.00001372931,0.0000444842,0.00002562851,0.00002102119,0.00001061584,0.0002835253,0.0006829106],"study_design_scores_gemma":[0.00001153163,0.00002528798,0.9991221,0.00002082201,0.00006412149,0.00004334154,0.0002018645,0.0001539041,0.00002315884,0.000004498431,0.0003274277,0.000001940997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988869,0.0003311956,0.00009414459,0.0001632884,0.000005728558,0.00003395032,0.01000838,0.000006916698,0.0004874229],"genre_scores_gemma":[0.9930634,0.000343265,0.0001994393,0.0000721701,0.00001116478,0.0001113074,0.005953418,0.000003780018,0.0002421804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07354165,"threshold_uncertainty_score":0.1462272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1262741892697919,"score_gpt":0.3909043662793684,"score_spread":0.2646301770095764,"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."}}