{"id":"W2146125696","doi":"10.1186/1750-9378-8-25","title":"The prevalence of human papillomavirus and its impact on cervical dysplasia in Northern Canada","year":2013,"lang":"en","type":"article","venue":"Infectious Agents and Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Health Services Authority; Government of Nunavut; Institute for Circumpolar Health Research; McGill University Health Centre; Yukon Health and Social Services; Memorial University of Newfoundland; Public Health Agency of Canada","funders":"BC Cancer Agency; Health Canada; Provincial Health Services Authority; McGill University Health Centre; Public Health Agency; Public Health Agency of Canada; Government of Canada; McGill University","keywords":"Medicine; Cervical cancer; Dysplasia; Genotyping; HPV infection; Human papillomavirus; Demography; Population; Gynecology; Pap test; Prevalence; Obstetrics; Genotype; Cervical cancer screening; Cancer; Environmental health; Internal medicine; Genetics; Biology","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":[0.0004632628,0.000251458,0.0002668269,0.00148196,0.002384553,0.001036123,0.0006057607,0.0002508106,0.002322888],"category_scores_gemma":[0.001523573,0.0002331432,0.0002881275,0.00282094,0.000713877,0.000202505,0.0006317168,0.0003733421,0.0002006436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0220501,"about_ca_system_score_gemma":0.0285366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944243,"about_ca_topic_score_gemma":0.9943507,"domain_scores_codex":[0.9993151,0.00005130393,0.00002423988,0.00006883909,0.0002773546,0.0002632219],"domain_scores_gemma":[0.9984248,0.0001011636,0.0001854002,0.00003036294,0.0008381556,0.0004201306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001009957,0.00002792459,0.9903555,0.00008864171,0.0000497015,0.000228539,0.00080572,0.0001583963,0.0004449076,0.00009397577,0.0007077183,0.006937863],"study_design_scores_gemma":[0.00000306686,0.00002225468,0.9975429,0.00004025032,0.0000219665,0.0001439356,0.001266829,0.0001213152,0.0001079441,0.00002325576,0.0006993134,0.000006992983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907631,0.002025218,0.00007786263,0.000259321,0.00001008607,0.00003033164,0.002384403,0.00001654118,0.004433109],"genre_scores_gemma":[0.9977028,0.000840702,0.0001138009,0.00003638357,0.000002601837,0.000007793667,0.0004471855,0.000002599191,0.0008461011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0220501,"threshold_uncertainty_score":0.1599854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683554287932033,"score_gpt":0.3365286573052212,"score_spread":0.3196931144259009,"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."}}