{"id":"W4399366923","doi":"10.58931/cibdt.2024.2122","title":"The Rising Burden Of Inflammatory Bowel Disease In Canada","year":2024,"lang":"en","type":"article","venue":"Canadian IBD Today","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary; SickKids Foundation","funders":"","keywords":"Inflammatory bowel disease; Medicine; Inflammatory Bowel Diseases; Intensive care medicine; Disease; Gastroenterology; Internal medicine","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":[0.0007120112,0.0002644322,0.0003583099,0.002487418,0.003073179,0.002366471,0.0006590384,0.00057377,0.007952506],"category_scores_gemma":[0.00238143,0.0002150089,0.0005165782,0.007582553,0.0007770305,0.000582582,0.001178777,0.001284468,0.0005300753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05797274,"about_ca_system_score_gemma":0.1134731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968107,"about_ca_topic_score_gemma":0.9976577,"domain_scores_codex":[0.9984415,0.00008255327,0.0000644239,0.0001229423,0.0008466557,0.0004420122],"domain_scores_gemma":[0.9970922,0.000109834,0.0002791261,0.00003305497,0.001657058,0.00082865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002450394,0.00006394491,0.3724198,0.002021278,0.0002510469,0.001805127,0.002937519,0.0007670225,0.001364371,0.01562434,0.3095437,0.2929568],"study_design_scores_gemma":[0.00004591182,0.00005466157,0.7568223,0.001645707,0.0001804643,0.0009136347,0.003799793,0.0008467519,0.000258643,0.001812489,0.2335143,0.0001053143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3038542,0.2504123,0.002221606,0.2297056,0.004193067,0.0002855194,0.05757185,0.0005264441,0.1512294],"genre_scores_gemma":[0.8069965,0.1457425,0.003188503,0.01551915,0.0008682876,0.00007008103,0.009569528,0.00009187096,0.0179536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05797274,"threshold_uncertainty_score":0.4206237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003608803640469157,"score_gpt":0.1946019466387482,"score_spread":0.190993142998279,"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."}}