{"id":"W2998250630","doi":"10.1002/9780471420194.tnmc14.pub3","title":"Anal Canal and Perianal Skin","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Anal canal; Medicine; Physical examination; Anus; Anus neoplasms; Histopathological examination; Surgery; Radiology; Pathology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003332114,0.0001910163,0.0004026862,0.0001465339,0.00004625354,0.00001625268,0.00008190033,0.0001678989,0.01216755],"category_scores_gemma":[0.00003520305,0.0001495067,0.00008977728,0.00003573688,0.0001182127,0.00001076067,0.00005912574,0.0002321639,0.00003924509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002719882,"about_ca_system_score_gemma":0.000139992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003213354,"about_ca_topic_score_gemma":0.02185895,"domain_scores_codex":[0.9992981,0.000009516844,0.00009703649,0.0002489766,0.0001675775,0.0001787805],"domain_scores_gemma":[0.9994242,0.000008507547,0.0000988976,0.0002592016,0.00002044801,0.0001887167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007800265,0.00007599455,0.00152758,0.0001415809,0.0001261622,0.0004306812,0.00002353267,1.22386e-8,0.00007145392,0.00003292041,0.9738721,0.02362004],"study_design_scores_gemma":[0.0005777715,0.0001849784,0.0267854,0.0003394544,0.0001613431,0.0001698588,0.00001671356,0.00005922193,0.000005509773,0.00001024347,0.9715278,0.0001617023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01681752,0.003540541,0.000003426647,0.001180661,0.0002574755,0.0002438184,0.002933549,0.0001117403,0.9749113],"genre_scores_gemma":[0.01685427,0.0002159118,0.00033575,0.0002935261,0.002636099,0.000003716894,0.001366798,0.0001436109,0.9781503],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02525782,"threshold_uncertainty_score":0.9959896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720576800732066,"score_gpt":0.2927283054900392,"score_spread":0.2755225374827185,"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."}}