{"id":"W4407285648","doi":"10.1093/jcag/gwae059.194","title":"A194 PATTERNS OF INFLAMMATORY BOWEL DISEASES IN NORTHWESTERN ONTARIO","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Inflammatory Bowel Diseases; Inflammatory bowel disease; Medicine; Geography; Internal medicine; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000280064,0.00006702868,0.0003342389,0.000346753,0.00002055875,0.000004456726,0.0001569672,0.00007771668,0.0000840889],"category_scores_gemma":[0.0001411488,0.00005705863,0.0001487035,0.00006365887,0.00002883897,0.0000380223,0.00002715315,0.0002503489,4.63958e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002472146,"about_ca_system_score_gemma":0.001521191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2341132,"about_ca_topic_score_gemma":0.9966416,"domain_scores_codex":[0.9988675,0.0001245331,0.0005765938,0.00006077888,0.0001732847,0.0001973117],"domain_scores_gemma":[0.998728,0.00004712692,0.0007354962,0.000140445,0.0002364806,0.0001124077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001693904,0.00004434633,0.9977998,0.00004894022,0.0001311799,0.00001928487,0.0004032192,0.00001980601,0.000128122,0.00001885008,0.001170958,0.00004610005],"study_design_scores_gemma":[0.001858072,0.0002170051,0.996308,0.0002712304,0.00009561579,0.00001865558,0.00005555915,0.00000309693,0.00005383919,0.00004327225,0.001058182,0.00001741838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939324,0.00001612967,0.000009188285,0.005331858,0.0004348803,0.0001173035,0.00004096502,9.634157e-7,0.0001163319],"genre_scores_gemma":[0.9975037,0.000006980621,0.00002242183,0.001114769,0.00003631764,0.000001245759,0.000002642291,0.000004245328,0.001307707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7625285,"threshold_uncertainty_score":0.770987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004486209041221362,"score_gpt":0.219502748114687,"score_spread":0.2150165390734656,"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."}}