{"id":"W1986222762","doi":"10.1177/0956462413481527","title":"Anal intraepithelial neoplasia: review and recommendations for screening and management","year":2013,"lang":"en","type":"review","venue":"International Journal of STD & AIDS","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Anal cancer; Medicine; Papanicolaou stain; Anal Carcinoma; Malignancy; Intraepithelial neoplasia; Gynecology; Men who have sex with men; Cancer; Cancer screening; Cervical cancer; Dermatology; Internal medicine; Syphilis; Family medicine; Human immunodeficiency virus (HIV); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003824218,0.0002150207,0.001037784,0.0003667361,0.00004345539,0.00006004917,0.0001715656,0.00007760488,0.0001605512],"category_scores_gemma":[0.00008943359,0.0001515895,0.0003802958,0.0001012241,0.00004832388,0.0001403362,0.0001116826,0.0003155773,0.00000416072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007589025,"about_ca_system_score_gemma":0.00007559466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005511225,"about_ca_topic_score_gemma":0.00000168698,"domain_scores_codex":[0.9985738,0.0000436615,0.0007858495,0.0001746825,0.0002964288,0.0001256153],"domain_scores_gemma":[0.9986355,0.0001484739,0.0005681461,0.00007491602,0.0004206914,0.0001522714],"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":[0.00003300945,0.00003323921,0.00002999907,0.00910723,0.001115037,0.00005585425,0.00001166491,2.276765e-8,4.368278e-7,0.0005079478,0.00610135,0.9830042],"study_design_scores_gemma":[0.0006998428,0.0004757999,0.00009215102,0.03560586,0.003519789,0.002560513,0.00003035256,0.000005152597,4.803032e-7,0.000130946,0.9567552,0.0001238996],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004215147,0.9945503,0.0006807438,0.003271175,0.0003695415,0.0006494073,0.00006974401,0.000005756812,0.0003611412],"genre_scores_gemma":[0.00004068008,0.9883308,0.009604583,0.0005707495,0.0007152036,0.00004110288,0.00006673428,0.000021624,0.0006084961],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9828803,"threshold_uncertainty_score":0.6181641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05948895365062305,"score_gpt":0.381302227567809,"score_spread":0.3218132739171859,"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."}}