{"id":"W2122622876","doi":"10.1158/1055-9965.epi-08-0625","title":"Prevalence and Age Distribution of Human Papillomavirus Infection in a Population of Inuit Women in Nunavik, Quebec","year":2008,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"McGill University","keywords":"Squamous intraepithelial lesion; Medicine; HPV infection; Population; Human papillomavirus; Gynecology; Cervical cancer; Papillomaviridae; Cohort; Demography; Cervical intraepithelial neoplasia; Obstetrics; Cancer; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00173571,0.0001151521,0.0005569534,0.0002290661,0.00003546799,0.000001101052,0.00004658243,0.0001987593,0.0002481753],"category_scores_gemma":[0.0004577016,0.0001117035,0.00007741051,0.0003761878,0.0002876293,0.00011471,0.00004148254,0.0001867161,6.150464e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083389,"about_ca_system_score_gemma":0.000152604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1005933,"about_ca_topic_score_gemma":0.06026215,"domain_scores_codex":[0.9980026,0.0005153702,0.0007432004,0.0003017333,0.0001264105,0.000310613],"domain_scores_gemma":[0.9992417,0.0001647223,0.0002612244,0.0001662492,0.00007546234,0.00009071928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006938172,0.0001414857,0.97047,0.0006161883,0.0000419146,0.000005878757,0.0004414058,0.00001275607,0.002439209,0.0001197819,0.00003567754,0.0249819],"study_design_scores_gemma":[0.00164141,0.0003576533,0.9934956,0.000324143,0.00002603237,0.00000588769,0.0000165997,0.0001344149,0.000327633,0.003569962,0.00001976327,0.00008086437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968237,0.002281034,0.00005515619,0.0001294126,0.00005219997,0.0005552371,0.00001833578,0.0000117765,0.00007313029],"genre_scores_gemma":[0.9963158,0.003076615,0.00002996216,0.00002366203,0.00003213901,0.0001657606,0.0001311271,0.000007975214,0.0002169103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04033116,"threshold_uncertainty_score":0.9568856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06760015931275719,"score_gpt":0.402073914216966,"score_spread":0.3344737549042088,"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."}}