{"id":"W2509801830","doi":"10.1097/dcr.0000000000000644","title":"Progression From Perianal High-Grade Anal Intraepithelial Neoplasia to Anal Cancer in HIV-Positive Men Who Have Sex With Men","year":2016,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Public Health Ontario; Thunder Bay Regional Health Sciences Centre; Health Sciences Centre; Sunnybrook Hospital; University of Toronto; University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Anal cancer; Medicine; Men who have sex with men; Anus; Intraepithelial neoplasia; Anal Carcinoma; Cancer; Internal medicine; Squamous intraepithelial lesion; Prospective cohort study; Gynecology; Incidence (geometry); Gastroenterology; Surgery; Cervical intraepithelial neoplasia; Prostate cancer; Human immunodeficiency virus (HIV); Cervical cancer; Immunology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004470935,0.0001982836,0.0002083299,0.0005661314,0.0005185901,0.0007660346,0.000287129,0.0003796766,0.001559778],"category_scores_gemma":[0.00194436,0.0002513816,0.0003311214,0.0004890623,0.0002719458,0.0004196971,0.0003445454,0.0005941027,0.0001571162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002781402,"about_ca_system_score_gemma":0.0002999442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00489315,"about_ca_topic_score_gemma":0.006361487,"domain_scores_codex":[0.9997645,0.00005207863,0.00001857766,0.00004769024,0.00006472519,0.00005239837],"domain_scores_gemma":[0.998809,0.0001829586,0.0006056557,0.00007846823,0.0001127595,0.0002112001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006174145,0.00001882397,0.9988729,0.000006122503,0.00001677656,0.0000991557,0.0001113697,0.00002024489,0.00007320758,0.000007792308,0.00002848188,0.0006833514],"study_design_scores_gemma":[0.000006324071,0.0001207897,0.9985689,0.000009492514,0.00002080675,0.0008225506,0.0001801378,0.0001196721,0.00005527119,0.00001546003,0.00007746394,0.000003094872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995419,0.0001824786,0.0000238872,0.00001660478,0.000002594313,0.000007703331,0.00007718852,0.000001978353,0.0001457582],"genre_scores_gemma":[0.9996748,0.0001133973,0.00003089658,0.00001212796,0.000005349237,0.00000395863,0.00008779159,5.571593e-7,0.00007116573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00489315,"threshold_uncertainty_score":0.009729326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008407936223437617,"score_gpt":0.3035911553052369,"score_spread":0.2951832190817993,"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."}}