{"id":"W2554993142","doi":"10.1016/j.soc.2016.07.009","title":"Uncommon Anal Neoplasms","year":2016,"lang":"en","type":"review","venue":"Surgical Oncology Clinics of North America","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Incidence (geometry); General surgery; Colonoscopy; Intervention (counseling); Quality of life (healthcare); Disease; Surgery; Colorectal cancer; Pathology; Cancer; Internal medicine; Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003221098,0.0005134977,0.005394561,0.0002682362,0.0000530708,0.000004330734,0.0003469935,0.000637885,0.0007363776],"category_scores_gemma":[0.0002469156,0.000309662,0.002104194,0.000688059,0.0007695326,0.00003242553,0.0002559478,0.001050863,0.0005571814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002106964,"about_ca_system_score_gemma":0.001809662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001991904,"about_ca_topic_score_gemma":0.00005092665,"domain_scores_codex":[0.9963368,0.0003773607,0.001761369,0.0006385968,0.0003770129,0.0005088305],"domain_scores_gemma":[0.9944453,0.003064239,0.001236102,0.0005592936,0.000196501,0.0004985868],"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":[0.0003472301,0.0004325155,0.001357634,0.002246896,0.0003494274,0.00140793,0.000006433944,1.261147e-7,1.133228e-8,0.00002042871,0.0009726809,0.9928587],"study_design_scores_gemma":[0.0009680373,0.004317007,0.0002572427,0.002776584,0.001357545,0.0005123828,0.0000041136,0.000002665851,4.667919e-8,0.00002347215,0.9894714,0.0003095523],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005898483,0.9712416,0.000005577203,0.0003079402,0.0005739288,0.0005417156,0.0001882591,0.00005894614,0.02649219],"genre_scores_gemma":[0.0002873146,0.9967304,0.0001954972,0.0002111225,0.0007194513,0.00004795888,0.000318628,0.00005385864,0.001435717],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9925491,"threshold_uncertainty_score":0.9999356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0565383701021866,"score_gpt":0.4005910386763378,"score_spread":0.3440526685741512,"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."}}