{"id":"W2092386647","doi":"10.1071/sh12070","title":"The epidemiology of anal cancer","year":2012,"lang":"en","type":"article","venue":"Sexual Health","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Anal cancer; Medicine; Anal Carcinoma; Gynecology; Epidemiology; Cervical cancer; Incidence (geometry); Genital warts; Population; Cancer; Anal canal; Men who have sex with men; Oncology; Internal medicine; Obstetrics; Immunology; Syphilis; Human immunodeficiency virus (HIV); Environmental health; Rectum","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007099569,0.00004345788,0.0001960757,0.00001631989,0.00007198253,2.883531e-7,0.00003134069,0.00002476532,0.000049061],"category_scores_gemma":[0.000096739,0.00002370834,0.00002548032,0.00007647696,0.00007320835,0.00001405039,0.00001719483,0.0001023536,0.000009487901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005147046,"about_ca_system_score_gemma":0.0001681556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002278625,"about_ca_topic_score_gemma":0.0006564508,"domain_scores_codex":[0.9993014,0.00008851568,0.0001925369,0.00006150521,0.00006269644,0.0002933164],"domain_scores_gemma":[0.999422,0.000208472,0.00007678398,0.00009670787,0.00002607383,0.0001700236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001118512,0.00004538216,0.9215097,0.00009036434,0.0000149433,3.677918e-7,0.0003715907,4.507837e-7,0.00008381579,0.003678138,0.004344362,0.06974902],"study_design_scores_gemma":[0.0001669143,0.0005742431,0.9840813,0.00001413276,0.000008233029,0.00001455726,0.0003822696,0.00004632031,0.00004410469,0.0001573139,0.01448447,0.00002620366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681478,0.01831033,0.00001427685,0.01200982,0.0002882591,0.0001061296,0.000006643592,0.00001010298,0.001106685],"genre_scores_gemma":[0.9958422,0.0002045005,0.00005195961,0.00234405,0.0004640703,0.000006314694,0.000003940692,0.000003940615,0.001079015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06972282,"threshold_uncertainty_score":0.3444615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1399995730363101,"score_gpt":0.4354951527709059,"score_spread":0.2954955797345959,"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."}}