{"id":"W2020917165","doi":"10.1097/qad.0b013e328339e592","title":"The role of cytology (Pap tests) and human papillomavirus testing in anal cancer screening","year":2010,"lang":"en","type":"article","venue":"AIDS","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; St. Joseph’s Healthcare Hamilton; St. Joseph's Hospital; Juravinski Hospital; McMaster University; University of Toronto; University Health Network; Toronto General Hospital","funders":"","keywords":"Anal cancer; Medicine; Cytology; Squamous intraepithelial lesion; Papillomaviridae; Biopsy; Intraepithelial neoplasia; Cancer; Gynecology; Positive predicative value; Internal medicine; Gastroenterology; Cervical intraepithelial neoplasia; Predictive value; Pathology; Cervical cancer; Prostate cancer","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":[0.01290498,0.0007082458,0.0005224446,0.001635853,0.0003028481,0.001366662,0.000728505,0.001609166,0.002016274],"category_scores_gemma":[0.06540702,0.0005413394,0.0004975857,0.0008471539,0.0009199226,0.001780546,0.0007991319,0.0006873944,0.0004851445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003177192,"about_ca_system_score_gemma":0.0008589284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001377263,"about_ca_topic_score_gemma":0.001657304,"domain_scores_codex":[0.9913053,0.006050084,0.000432092,0.0005977466,0.001383113,0.0002316981],"domain_scores_gemma":[0.9587971,0.02942295,0.006432867,0.0008858166,0.002718239,0.001742964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000833321,0.0001493303,0.9773765,0.00008937129,0.0001760748,0.00007092745,0.00003423794,0.0002407552,0.0001160484,0.00003828727,0.0001856047,0.02068958],"study_design_scores_gemma":[0.0001225247,0.002158413,0.9893422,0.0002167319,0.0003461303,0.00161483,0.0002012979,0.004519812,0.0002647849,0.0002228035,0.0009641791,0.0000262458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685786,0.02539496,0.001384865,0.001274702,0.0002133779,0.00006764063,0.0002530598,0.00003679413,0.00279606],"genre_scores_gemma":[0.9966016,0.001680915,0.001032509,0.0001263673,0.000180374,0.00001972741,0.00008385041,0.000003272411,0.0002713242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01290498,"threshold_uncertainty_score":0.06824893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03735880799640432,"score_gpt":0.3745048846358675,"score_spread":0.3371460766394631,"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."}}