{"id":"W3009094298","doi":"","title":"Human papillomavirus genotype prevalence in the women of Shanghai, China and its association with the severity of cervical neoplasia.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Viral load; Genotype; Cervix; Genotyping; Cervical cancer; Squamous intraepithelial lesion; HPV infection; Medicine; Cervical intraepithelial neoplasia; Dysplasia; Human papillomavirus; Polymerase chain reaction; Pathology; Internal medicine; Virology; Biology; Virus; Cancer; Gene; Genetics","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":[0.0002554135,0.0003133116,0.000162556,0.0006888335,0.0003287854,0.0002885033,0.0001150482,0.0002391308,0.001017314],"category_scores_gemma":[0.0005069267,0.0002693687,0.0001942165,0.0006903523,0.0002238526,0.0001400556,0.0001557551,0.0001576657,0.0001587144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003594288,"about_ca_system_score_gemma":0.0004254958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02675131,"about_ca_topic_score_gemma":0.02674872,"domain_scores_codex":[0.9998658,0.00002547563,0.00001473146,0.00003040155,0.00003058659,0.00003296289],"domain_scores_gemma":[0.9996899,0.00003317391,0.00008894697,0.00001791538,0.00006016003,0.0001098896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006082939,0.000006338544,0.9983278,0.0000143092,0.00002091435,0.00007949476,0.00007651239,0.00001660691,0.0005930284,0.000006523717,0.00006489641,0.000732737],"study_design_scores_gemma":[0.000002575801,0.00003847063,0.9996077,0.000002099254,0.00001240953,0.0001027865,0.00007324551,0.00004201777,0.00003974833,0.000003682613,0.0000740024,0.000001200651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991239,0.0003705556,0.00002794329,0.00002969125,0.00000648146,0.000003945713,0.0002308725,0.000003279795,0.0002034709],"genre_scores_gemma":[0.9993874,0.0001305747,0.00002694859,0.00001226746,0.000005240686,0.00000331748,0.000224348,7.108437e-7,0.0002091786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02675131,"threshold_uncertainty_score":0.05319118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250168895196329,"score_gpt":0.2794193657595046,"score_spread":0.2569176768075413,"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."}}