{"id":"W4213243877","doi":"10.1093/jcag/gwab049.147","title":"A148 IMPACT OF EXAMINATION UNDER ANESTHESIA PRIOR TO ANTI-TUMOR NECROSIS FACTOR THERAPY ON FISTULA HEALING FOR PERIANAL CROHN’S DISEASE PATIENTS: A COMPARATIVE COHORT STUDY","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Concomitant; Fistula; Surgery; Cohort; Crohn's disease; Retrospective cohort study; Adalimumab; Abscess; Proportional hazards model; Perianal Abscess; Internal medicine; Cohort study; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001690721,0.0003378234,0.0005008189,0.0008927802,0.0005314737,0.000940531,0.0004569113,0.0006711374,0.002483874],"category_scores_gemma":[0.004019064,0.0003146416,0.0009933473,0.0008419653,0.0004273071,0.0007403186,0.0005916601,0.000620758,0.0002703271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004116016,"about_ca_system_score_gemma":0.0004778254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001825619,"about_ca_topic_score_gemma":0.00221907,"domain_scores_codex":[0.9985443,0.0003982268,0.0001817159,0.0004197904,0.0001854588,0.0002704472],"domain_scores_gemma":[0.9965103,0.0008759464,0.00149632,0.0003600763,0.0002740825,0.000483325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009593315,0.0001522953,0.9971024,0.00002761761,0.0001981158,0.0001363725,0.00007929633,0.00001800346,0.0001725826,0.00001907254,0.00006871294,0.001066057],"study_design_scores_gemma":[0.00009120338,0.001668864,0.9962393,0.00002502381,0.0002229714,0.0007161964,0.0004028513,0.0001988694,0.0001066938,0.0000288881,0.0002879642,0.00001115453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994204,0.0002516424,0.00005009228,0.00001444696,0.000006599325,0.0000124823,0.0001183446,9.468422e-7,0.0001250872],"genre_scores_gemma":[0.9996371,0.00007109549,0.00005650012,0.00001960692,0.00001465523,0.00001363377,0.0001327807,0.000001142045,0.00005355183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002483874,"threshold_uncertainty_score":0.008941472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104259076219753,"score_gpt":0.3007354861296683,"score_spread":0.2796928953674708,"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."}}