{"id":"W4383682883","doi":"10.58931/cibdt.2023.1211","title":"Surgical approaches to perianal Crohn's disease","year":2023,"lang":"en","type":"article","venue":"Canadian IBD Today","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Crohn's disease; Disease; Dermatology; Quality of life (healthcare); Population; Crohn disease; Surgery; Internal medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002355727,0.0004613956,0.000320138,0.001038048,0.001047923,0.0007985656,0.0002353204,0.0004688656,0.007927059],"category_scores_gemma":[0.000498021,0.0001349387,0.0005903055,0.0005654106,0.000618839,0.0004520424,0.0006934554,0.00116695,0.001919452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006299471,"about_ca_system_score_gemma":0.0008402086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00146158,"about_ca_topic_score_gemma":0.004710997,"domain_scores_codex":[0.9998696,0.00001662469,0.00001116888,0.00001427062,0.00004307288,0.00004529299],"domain_scores_gemma":[0.9998257,0.00003425545,0.00003285411,0.00001167169,0.00002537887,0.0000701048],"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":[0.0005055714,0.0003133517,0.01398308,0.002875026,0.0002421766,0.03222392,0.0005349044,0.001047723,0.01626609,0.008714983,0.03646684,0.8868263],"study_design_scores_gemma":[0.000257625,0.00144781,0.05660335,0.002607025,0.0002106803,0.4002632,0.001455975,0.001190324,0.004101957,0.01144328,0.5203115,0.0001073303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1830324,0.4834702,0.04030517,0.02615748,0.01016773,0.0002975874,0.0005646366,0.000827527,0.2551772],"genre_scores_gemma":[0.6703316,0.2488311,0.02053222,0.01268909,0.01132607,0.0001558185,0.0008205217,0.0001573354,0.03515624],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007927059,"threshold_uncertainty_score":0.02651864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07991551129816724,"score_gpt":0.2687675297535779,"score_spread":0.1888520184554106,"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."}}