{"id":"W2165722018","doi":"10.1158/1055-9965.epi-14-0410","title":"Attribution of 12 High-Risk Human Papillomavirus Genotypes to Infection and Cervical Disease","year":2014,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":180,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; University of British Columbia","funders":"Cancer Research UK","keywords":"Medicine; Incidence (geometry); Cumulative incidence; Cervical intraepithelial neoplasia; HPV infection; Internal medicine; Cervical cancer; Genotype; Human papillomavirus; Placebo; Disease; Intraepithelial neoplasia; Gynecology; Gastroenterology; Cancer; Pathology; Cohort; 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":[0.005121051,0.0004851736,0.0004666694,0.0007867549,0.0001740451,0.0005250048,0.0004042047,0.0005742936,0.001610644],"category_scores_gemma":[0.008554524,0.0002689181,0.000898238,0.0005823197,0.0003197348,0.0003839925,0.0004759178,0.0004476676,0.0001812585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003428839,"about_ca_system_score_gemma":0.0004617568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001650757,"about_ca_topic_score_gemma":0.001213102,"domain_scores_codex":[0.9981896,0.0008906621,0.0001823047,0.0003916151,0.0002139149,0.0001318238],"domain_scores_gemma":[0.9936146,0.002868011,0.002467805,0.0003840035,0.0003741031,0.0002916095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006269984,0.00003847785,0.993042,0.00007626176,0.0002490609,0.00001179192,0.00002370375,0.0006502597,0.000167867,0.00002736467,0.00003320568,0.00505305],"study_design_scores_gemma":[0.00009447805,0.0007710721,0.9951921,0.00004112384,0.0003769524,0.0002058337,0.00003318637,0.002277515,0.0004126088,0.000162089,0.000425566,0.000007526756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942651,0.001562061,0.002043536,0.00006747271,0.000008725961,0.0001784683,0.001123769,0.00001769663,0.0007330998],"genre_scores_gemma":[0.9983565,0.0002186792,0.0008421625,0.0000180703,0.00000751083,0.00006249402,0.0003709611,0.000001602866,0.0001220001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005121051,"threshold_uncertainty_score":0.02708304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06283463570838052,"score_gpt":0.4045929138763826,"score_spread":0.3417582781680021,"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."}}