{"id":"W4410347140","doi":"10.1097/cm9.0000000000003548","title":"Inflammatory bowel disease is a conundrum","year":2025,"lang":"en","type":"article","venue":"Chinese Medical Journal","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Alberta; University of Ottawa","funders":"","keywords":"Inflammatory bowel disease; 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":[0.0004626187,0.000211585,0.0001403854,0.00009548968,0.0002024408,0.00006470466,0.0004739225,0.0001825261,0.0006954928],"category_scores_gemma":[0.00134243,0.0001625678,0.0002340436,0.00008417581,0.000210681,0.000007741697,0.0002161645,0.0003821912,0.00006734725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002827087,"about_ca_system_score_gemma":0.001287396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.954668e-7,"about_ca_topic_score_gemma":0.000004879751,"domain_scores_codex":[0.9983944,0.0001194114,0.0003869586,0.00026846,0.0004996262,0.0003311121],"domain_scores_gemma":[0.9984351,0.00001879633,0.00009216881,0.000371699,0.0001420668,0.0009401008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001227684,0.000258401,0.788582,0.0002021366,0.0003229458,0.004062084,0.000094132,0.0000264658,0.004121209,0.0005182573,0.1941089,0.006475833],"study_design_scores_gemma":[0.002299798,0.00003439317,0.9080008,0.0001694335,0.00005980995,0.000143802,0.00002982946,0.0006247663,0.000307392,0.002779189,0.085233,0.0003177362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889228,0.001212654,0.001262828,0.004331082,0.0009311743,0.0001209256,0.00001444657,0.00002149102,0.003182622],"genre_scores_gemma":[0.9833746,0.0002644341,0.00005605867,0.01203623,0.001247245,0.00001544016,0.00002602141,0.0000230771,0.002956885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1194189,"threshold_uncertainty_score":0.7615158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003127524891129825,"score_gpt":0.2553578473354516,"score_spread":0.2522303224443218,"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."}}