{"id":"W4391873365","doi":"10.1093/jcag/gwad061.232","title":"A232 TEMPORAL TRENDS IN RE-HOSPITALIZATION RATES AMONG PATIENTS WITH INFLAMMATORY BOWEL DISEASE IN THE POST-BIOLOGIC ERA","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Inflammatory bowel disease; Medicine; Inflammatory Bowel Diseases; Disease; Internal medicine; Intensive care 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":[0.0003817314,0.0001515155,0.0002515671,0.001019151,0.0004756972,0.000644946,0.0006404351,0.0002549408,0.00252458],"category_scores_gemma":[0.00214856,0.0001480348,0.0006173024,0.002449805,0.0002057389,0.0002950834,0.0003554767,0.0004044522,0.0002253164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004354835,"about_ca_system_score_gemma":0.004182695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8030999,"about_ca_topic_score_gemma":0.8039954,"domain_scores_codex":[0.9993636,0.00005324634,0.00006802145,0.0001282068,0.0001777642,0.000209186],"domain_scores_gemma":[0.9972005,0.000141734,0.001411832,0.0001128506,0.0007738416,0.0003592019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004191614,0.00000656069,0.9983268,0.00001722745,0.00004706533,0.00002527357,0.00004477692,0.00005085114,0.00005307364,0.00001816313,0.0006045161,0.0007636631],"study_design_scores_gemma":[0.000002348528,0.000007658978,0.9993838,0.000006790974,0.00001036616,0.00002680481,0.00007647515,0.0001198505,0.00001319517,0.000004364274,0.000346732,0.000001626382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754895,0.0008371081,0.00008691304,0.0003555731,0.00001486754,0.00001565198,0.02152319,0.00001561028,0.001661566],"genre_scores_gemma":[0.9923259,0.0002830825,0.00006756659,0.00005003493,0.00001537807,0.00001250171,0.006792953,0.000003172358,0.0004494595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8030999,"threshold_uncertainty_score":0.3961194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002821034383634903,"score_gpt":0.1978197941381924,"score_spread":0.1949987597545575,"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."}}