{"id":"W4388542082","doi":"10.1055/s-0043-1765384","title":"The Toronto IBD Global Endoscopic Reporting (TIGER) Score and its Ability to Predict Outcomes Regarding Steroid and Biologic Use in Ulcerative Colitis and Crohn’s Disease Patients – A Construct Validation Study","year":2023,"lang":"en","type":"article","venue":"Endoscopy","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":"Medicine; Ulcerative colitis; Disease; Crohn's disease; Inflammatory bowel disease; Internal medicine; Endoscopy; Tiger; Prospective cohort study","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":[0.0005010106,0.000197272,0.000199853,0.00002346527,0.0002266971,0.0001361334,0.0000826062,0.00005853815,0.000002833683],"category_scores_gemma":[0.002669521,0.0001533586,0.00003083059,0.00007254321,0.0001018465,0.00003517525,0.0002870355,0.0000535964,0.000001097777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007610048,"about_ca_system_score_gemma":0.000071525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001085247,"about_ca_topic_score_gemma":0.001905589,"domain_scores_codex":[0.9982293,0.0003017191,0.0004870365,0.0005471807,0.0001454847,0.0002893176],"domain_scores_gemma":[0.9991177,0.00008281232,0.0002235935,0.0002774014,0.00009214231,0.0002063135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004927856,0.00003881167,0.9981104,0.00003360138,0.00003118284,0.00007791359,0.0002037514,0.000005536868,0.0005802595,0.00002701229,0.00003413527,0.0003646663],"study_design_scores_gemma":[0.00134161,0.0001747608,0.997315,0.00003220119,0.00002327575,7.381382e-7,0.0005510673,0.00003659408,0.0003218603,0.00005301539,0.00002037213,0.0001295444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979854,0.0001299209,0.000004392441,0.0000331919,0.00015709,0.001462685,0.0001670058,0.00002863954,0.00003173081],"genre_scores_gemma":[0.9995181,0.00006668191,0.00005236263,0.00005597256,0.00002896403,0.000173812,0.00006011359,0.00001113993,0.00003286882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002168511,"threshold_uncertainty_score":0.6253783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163578019621909,"score_gpt":0.2964404200107953,"score_spread":0.2748046398145763,"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."}}