{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007242321,0.0001198958,0.0006707567,0.0001502636,0.00002084589,0.000002714048,0.0002161091,0.0002703796,0.005940312],"category_scores_gemma":[0.0005449764,0.00008992426,0.00005972904,0.0002177794,0.0002783186,0.00004519794,0.0001058688,0.001093644,0.000001319992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004455739,"about_ca_system_score_gemma":0.0029837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5662171,"about_ca_topic_score_gemma":0.919538,"domain_scores_codex":[0.9975912,0.0001872747,0.0008115795,0.0001642696,0.00089807,0.0003476379],"domain_scores_gemma":[0.9988482,0.0002383044,0.0001689725,0.0001043245,0.0001535948,0.0004866227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003163692,0.0003797296,0.9384785,0.0002647589,0.00008270534,0.002193088,0.0006243357,0.000002888776,0.001677902,0.0007629114,0.0003484494,0.05202108],"study_design_scores_gemma":[0.003918476,0.0009172566,0.9922822,0.00009624556,0.00003960273,0.0002413769,0.0001882859,0.00007843631,0.001174512,0.0006603296,0.0003317048,0.00007155832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933175,0.001291888,0.00001757579,0.004717022,0.0001673951,0.0001120792,0.00001953127,0.000001806202,0.0003552135],"genre_scores_gemma":[0.9973658,0.001589265,0.00001762882,0.0007565445,0.0002465152,0.000005490419,0.000004803911,0.000009287564,0.000004670378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3533208,"threshold_uncertainty_score":0.9949684,"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."}}