{"id":"W2979638796","doi":"10.1097/lgt.0000000000000490","title":"Screening for Anal Cancer in Women With a History of Vulvar High-Grade Squamous Intraepithelial Lesions","year":2019,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Women's Health Research Institute; University of British Columbia","funders":"","keywords":"Medicine; Anal cancer; Squamous intraepithelial lesion; Gynecology; Interquartile range; Cytology; Vulvar cancer; Physical examination; Biopsy; Cervical cancer; Cancer; Internal medicine; Obstetrics; Pathology; Cervical intraepithelial neoplasia","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":[0.0005661905,0.0002205641,0.0002476762,0.0004672042,0.0003477694,0.0004795253,0.0002135804,0.0005481251,0.002606486],"category_scores_gemma":[0.002764442,0.0003080836,0.000249348,0.0004442427,0.0002826678,0.0004593495,0.000288445,0.0003883622,0.0003061993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001491971,"about_ca_system_score_gemma":0.0002048023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444764,"about_ca_topic_score_gemma":0.002617804,"domain_scores_codex":[0.9995988,0.0001522429,0.00003329211,0.0000568894,0.00009292827,0.00006588884],"domain_scores_gemma":[0.9991741,0.0002698961,0.0003181051,0.00002986334,0.00006647636,0.000141579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008041675,0.00006287435,0.9984663,0.00001000761,0.00001187996,0.00009558882,0.00007874374,0.00001036946,0.000164052,0.00000293063,0.00003087369,0.0009859554],"study_design_scores_gemma":[0.00001404895,0.0006482109,0.9974649,0.00001298035,0.0000240403,0.001172662,0.0003290656,0.0000766177,0.00008246308,0.000008630242,0.0001630611,0.000003357229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994888,0.0001695649,0.00002752274,0.00002765197,0.00000379462,0.0000114385,0.00004813138,0.000001565145,0.0002214867],"genre_scores_gemma":[0.9996642,0.00008481586,0.00004520093,0.00003968221,0.000009471052,0.00000797249,0.00004562566,5.499539e-7,0.0001025488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002606486,"threshold_uncertainty_score":0.008719563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02825147570564102,"score_gpt":0.3123347803532712,"score_spread":0.2840833046476302,"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."}}