{"id":"W2012787183","doi":"10.1071/sh11167","title":"Epidemiology, natural history and risk factors for anal intraepithelial neoplasia","year":2012,"lang":"en","type":"review","venue":"Sexual Health","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Anal cancer; Medicine; Natural history; Men who have sex with men; Gonorrhea; Epidemiology; HPV infection; Genital warts; Immunology; Risk factor; Cervical intraepithelial neoplasia; Gynecology; Internal medicine; Cancer; Cervical cancer; Human immunodeficiency virus (HIV); Syphilis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001065125,0.0004362367,0.002688866,0.0001872124,0.0001306892,0.000002082926,0.00009089882,0.0003525162,0.00004504412],"category_scores_gemma":[0.0004315306,0.000289353,0.0003177793,0.00008907275,0.0001763095,0.00004198783,0.00005682357,0.000975594,0.00001491337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009286519,"about_ca_system_score_gemma":0.001162238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132954,"about_ca_topic_score_gemma":0.0003775414,"domain_scores_codex":[0.9975147,0.0004140782,0.0007629629,0.0004904384,0.0001170361,0.0007008438],"domain_scores_gemma":[0.9973301,0.001202974,0.0005916253,0.0002274422,0.0000430609,0.0006047761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007363458,0.00004786171,0.004323918,0.02066779,0.000140953,0.000002594745,0.0002629457,7.622202e-9,5.174491e-8,0.0001511978,0.00341505,0.970914],"study_design_scores_gemma":[0.0003218692,0.001381288,0.005235306,0.0009116222,0.0009186828,0.000158824,0.00008736333,0.00001277077,2.700806e-8,0.00002635819,0.9907043,0.000241562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003741924,0.9927391,0.00001490282,0.0001285129,0.001696708,0.001265913,0.000300823,0.00005652689,0.00005554665],"genre_scores_gemma":[0.0009849599,0.9943052,0.0002830034,0.0003698684,0.001895624,0.00005433779,0.0007127071,0.00005386451,0.001340465],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9872892,"threshold_uncertainty_score":0.9999558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1757951486610237,"score_gpt":0.4004454909272566,"score_spread":0.2246503422662329,"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."}}