{"id":"W1973907630","doi":"10.1097/00001574-200007000-00008","title":"Diagnostic markers of inflammatory bowel disease","year":2000,"lang":"en","type":"article","venue":"Current Opinion in Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Medicine; Inflammatory bowel disease; Ulcerative colitis; Disease; Physical examination; Crohn's disease; Gold standard (test); Inflammatory Bowel Diseases; Pathology; Gastroenterology; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001640843,0.000190291,0.0001506955,0.00009859654,0.0000263711,0.000006045281,0.0002520021,0.0000749726,0.0003062169],"category_scores_gemma":[0.0001409426,0.0002079577,0.0001221144,0.00004199253,0.0002008622,0.000007254069,0.00008524754,0.0001222226,0.00003867208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001959564,"about_ca_system_score_gemma":0.00007424413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001728828,"about_ca_topic_score_gemma":0.000008912741,"domain_scores_codex":[0.9984936,0.0002145753,0.0004197866,0.0003677495,0.0001289118,0.0003754013],"domain_scores_gemma":[0.999222,0.0000223461,0.0001017537,0.0004139876,0.00004274364,0.0001971293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00288161,0.0002208225,0.9895673,0.0002321017,0.00002066912,0.00001292168,0.00001877276,0.0007488565,0.0002931286,0.00004257669,0.004065492,0.001895728],"study_design_scores_gemma":[0.001439315,0.0002054582,0.9882923,0.0001169873,0.00001026786,0.000004952481,0.00000973359,0.0001481683,0.00003261238,0.00005425346,0.009569777,0.0001161908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975124,0.0006600019,0.00007843613,0.00008082348,0.001199933,0.00029229,0.00006469452,0.00001267168,0.00009872152],"genre_scores_gemma":[0.9980299,0.001147344,0.00003484649,0.0000738318,0.0003022895,0.00009932331,0.0002527575,0.00002291473,0.00003674416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005504285,"threshold_uncertainty_score":0.8480268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009515089461156527,"score_gpt":0.2601607284771989,"score_spread":0.2506456390160424,"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."}}