{"id":"W4412111081","doi":"10.1093/ibd/izaf142","title":"Construct Validity of the Toronto IBD Global Endoscopic Reporting Score Compared to Inflammatory Biomarkers After 12-Month Follow-Up","year":2025,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Construct validity; Medicine; Construct (python library); Internal medicine; Inflammatory bowel disease; Inflammatory Bowel Diseases; Gastroenterology; Psychometrics; Disease; Clinical psychology; Computer science","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":[0.004891342,0.0005030169,0.0004695267,0.001946102,0.0003373983,0.0008857269,0.0006267222,0.0006290603,0.001008212],"category_scores_gemma":[0.01812411,0.0002224353,0.001433783,0.001159277,0.0005964885,0.0006178828,0.001070659,0.0005741349,0.0002054936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008635536,"about_ca_system_score_gemma":0.0005937028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01224875,"about_ca_topic_score_gemma":0.01225161,"domain_scores_codex":[0.9974595,0.0008266677,0.0002893183,0.0002994009,0.0009007663,0.0002244579],"domain_scores_gemma":[0.9867647,0.003958505,0.005920135,0.0006569568,0.001591144,0.0011085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001001278,0.00001892256,0.9979419,0.000008226277,0.00007997555,0.00001130139,0.00008441013,0.0001175607,0.00002496482,0.00001332086,0.00006746592,0.001531681],"study_design_scores_gemma":[0.00001170543,0.0001874992,0.9985017,0.00001421427,0.00004323295,0.00004605293,0.0001557114,0.0008491306,0.00003353974,0.00003407126,0.0001167885,0.000006511748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980724,0.0002873246,0.0002117153,0.00006863412,0.00002097027,0.0000354704,0.0003970776,0.00001066783,0.0008956782],"genre_scores_gemma":[0.9991125,0.0000696177,0.0001942885,0.00001284111,0.00001198856,0.00002401371,0.0004698207,0.000002807036,0.0001019144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01224875,"threshold_uncertainty_score":0.02586818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268888375810383,"score_gpt":0.2609120013718424,"score_spread":0.2482231176137386,"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."}}