{"id":"W2088381842","doi":"10.1111/j.1572-0241.2006.00330.x","title":"Hospitalization, Surgery, and Readmission Rates of IBD in Canada: A Population-Based Study","year":2006,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada; University of Manitoba","funders":"","keywords":"Medicine; Ulcerative colitis; Inflammatory bowel disease; Diagnosis code; Crohn disease; Population; Mortality rate; Disease; Internal medicine; Surgery","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":[0.0004640014,0.000288982,0.0003793943,0.0015438,0.001280672,0.001122638,0.0008700357,0.0005542319,0.00151069],"category_scores_gemma":[0.002132567,0.0003424082,0.0005516349,0.004170771,0.0004998313,0.0004713256,0.0006184941,0.000847114,0.0001848679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01599963,"about_ca_system_score_gemma":0.01287555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9748738,"about_ca_topic_score_gemma":0.9775771,"domain_scores_codex":[0.9990394,0.0000689077,0.00007980575,0.0001333963,0.0004031617,0.0002753726],"domain_scores_gemma":[0.9976381,0.0001171898,0.0007508292,0.00006100776,0.0008832216,0.0005495911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002426889,0.00001961611,0.9983419,0.00001820873,0.00003530278,0.0000328118,0.00009934135,0.00004736417,0.00003808257,0.00001876483,0.0003394777,0.0009848159],"study_design_scores_gemma":[0.000003451659,0.00001188585,0.999366,0.00001247722,0.00001362667,0.00004510904,0.0001845225,0.000122415,0.0000119301,0.000006647191,0.000218293,0.000003733843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920307,0.0008895816,0.0000732227,0.000325144,0.000009383523,0.00003333675,0.005421238,0.00001171013,0.00120561],"genre_scores_gemma":[0.9970094,0.0005086617,0.0001207787,0.00008940355,0.000008524778,0.00001190344,0.002007962,0.000003901665,0.0002394282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02512616,"threshold_uncertainty_score":0.116086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004228853101525457,"score_gpt":0.2185115825680834,"score_spread":0.2142827294665579,"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."}}