{"id":"W2171327480","doi":"10.1002/jmv.22081","title":"Distribution of human papillomavirus genotypes in cervical intraepithelial neoplasia and invasive cervical cancer in Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Université de Montréal; Queen Elizabeth II Health Sciences Centre; Thunder Bay Regional Health Sciences Centre; St. John’s Health Sciences Centre; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Cervical intraepithelial neoplasia; Cervical cancer; Genotype; Medicine; Human papillomavirus; Gynecology; Adenocarcinoma; HPV vaccines; Intraepithelial neoplasia; HPV infection; Oncology; Internal medicine; Cancer; Virology; Gastroenterology; Biology; Gene; Genetics","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":[0.000482186,0.0002590135,0.000392664,0.002526668,0.002224357,0.001104229,0.0008590324,0.0003445034,0.003284388],"category_scores_gemma":[0.002200952,0.0003640807,0.0005810747,0.005744993,0.0004856831,0.0002731075,0.0006890413,0.0004662281,0.0002581688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02580278,"about_ca_system_score_gemma":0.0387539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960741,"about_ca_topic_score_gemma":0.9964882,"domain_scores_codex":[0.9990625,0.00005338825,0.0000684101,0.000145102,0.0004340014,0.0002367198],"domain_scores_gemma":[0.997606,0.00009896413,0.0002224471,0.00005574893,0.001489621,0.000527237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001840927,0.00001995901,0.9837164,0.0001273409,0.00007747964,0.0001481083,0.0005675975,0.0001556737,0.0006263734,0.0002528138,0.00251523,0.01160889],"study_design_scores_gemma":[0.000008247268,0.00001757219,0.9970317,0.00005159707,0.00002494607,0.0001315584,0.0005933372,0.0001540285,0.00008968625,0.00003553222,0.001847493,0.00001430654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572769,0.007192333,0.0003794301,0.001100542,0.00007494143,0.0001337177,0.02223503,0.00005453982,0.01155252],"genre_scores_gemma":[0.9917266,0.002212337,0.0003793238,0.0001774761,0.000008630311,0.00002380416,0.003226036,0.00001360782,0.002232214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02580278,"threshold_uncertainty_score":0.1872131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02971069747770097,"score_gpt":0.3150847632106581,"score_spread":0.2853740657329572,"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."}}