{"id":"W4389347991","doi":"10.1111/codi.16741","title":"European Society of Coloproctology: Guidelines for diagnosis and treatment of cryptoglandular anal fistula","year":2023,"lang":"en","type":"review","venue":"Colorectal Disease","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"European Society of Coloproctology","keywords":"Medicine; Guideline; Anal fistula; Population; MEDLINE; Fistula; Family medicine; Surgery; Pathology","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":[0.0001020547,0.0004907526,0.002221983,0.0001258845,0.00007166357,0.000009181415,0.00009975065,0.000138396,0.00004544077],"category_scores_gemma":[0.0003370275,0.0003220554,0.001745664,0.0002403156,0.0002453647,0.00002512964,0.00007490329,0.0000519976,0.000009386342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001183093,"about_ca_system_score_gemma":0.0004201719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002225927,"about_ca_topic_score_gemma":0.000006219666,"domain_scores_codex":[0.9981198,0.00009409823,0.0008290122,0.0004935856,0.0001908376,0.0002726365],"domain_scores_gemma":[0.9982473,0.0003622033,0.0004061508,0.0002895535,0.0002748743,0.0004198688],"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":[0.001033072,0.001880825,0.03576835,0.05811075,0.005074159,0.0002410492,0.0001436411,5.969022e-7,0.000001603156,0.0001045549,0.01124384,0.8863975],"study_design_scores_gemma":[0.005414625,0.003859336,0.05567587,0.01320822,0.02981231,0.0000197037,0.00009225689,0.0001026025,0.00001162173,0.00009695566,0.8910462,0.0006602768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009526034,0.9839225,0.000008087893,0.0001259879,0.0001013654,0.002972798,0.003195924,0.00006858308,0.00007876127],"genre_scores_gemma":[0.0005640681,0.9954841,0.0005168106,0.00006282453,0.0001631096,0.000931766,0.001691101,0.0000985448,0.000487667],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8857373,"threshold_uncertainty_score":0.9999232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2198909861612357,"score_gpt":0.4365984866388938,"score_spread":0.2167075004776581,"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."}}