{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001502347,0.0001159884,0.00006498917,0.00006797794,0.00008492784,0.00003695401,0.000230444,0.00004965113,0.00003434133],"category_scores_gemma":[0.0001060989,0.0001027861,0.00005299525,0.00007680695,0.00007082268,0.000004372877,0.00003459614,0.00009553396,0.00001028675],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003749627,"about_ca_system_score_gemma":0.01150077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9352867,"about_ca_topic_score_gemma":0.9984469,"domain_scores_codex":[0.9990582,0.00005408734,0.0002048153,0.0002167413,0.0001224521,0.0003437209],"domain_scores_gemma":[0.9990888,0.00001970348,0.00002666235,0.0003634131,0.000039505,0.0004619548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005510286,0.00002497642,0.6984961,0.001266083,0.0004890798,0.01875322,0.001223756,0.01778594,0.02242109,0.01042266,0.2027471,0.02581894],"study_design_scores_gemma":[0.000278656,0.0000123628,0.5370476,0.0001621757,0.00003042024,0.0000052259,0.0003332351,0.002558458,0.001311103,0.0002814212,0.4575805,0.0003988268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938303,0.003099777,0.000003097067,0.0006879853,0.0004284067,0.0001622268,0.0001357565,0.000005536437,0.001646964],"genre_scores_gemma":[0.9988222,0.00006150769,0.000005013089,0.0001756447,0.0001820339,0.00001936978,0.00003653784,0.00002363773,0.0006741262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2548334,"threshold_uncertainty_score":0.9941031,"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."}}