{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002078908,0.000148496,0.0001977256,0.001134193,0.001599676,0.0007359206,0.0004945474,0.0002404019,0.002150052],"category_scores_gemma":[0.0009763918,0.0001905759,0.0002419019,0.003113691,0.0005449228,0.0002523077,0.0006886218,0.0002367199,0.0001543716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009109612,"about_ca_system_score_gemma":0.01011485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9474565,"about_ca_topic_score_gemma":0.97236,"domain_scores_codex":[0.9993267,0.00004055322,0.00005640522,0.0001242361,0.0001913461,0.0002609169],"domain_scores_gemma":[0.9983871,0.00007671561,0.0006699366,0.00005309224,0.000458528,0.0003546323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002699046,0.000008174672,0.9970813,0.00001658456,0.000008294232,0.0001429924,0.0006770066,0.00002152037,0.0002115946,0.00003123429,0.0002417616,0.00153244],"study_design_scores_gemma":[0.000001262385,0.000008526543,0.9984853,0.0000108517,0.000003360032,0.00009519582,0.0009332768,0.00003828367,0.00002155125,0.000007148639,0.0003930513,0.000002232719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955649,0.0003675699,0.00004833701,0.0002188089,0.000004843412,0.00002175487,0.001739974,0.000005265763,0.002028628],"genre_scores_gemma":[0.9986169,0.0002054744,0.00005310071,0.00004756945,0.00000336002,0.000009678385,0.0005737801,0.00000181213,0.0004883155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05254352,"threshold_uncertainty_score":0.1057059,"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."}}