{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003156404,0.0005445856,0.000277685,0.001311229,0.0003674757,0.000595518,0.0005069683,0.0004667159,0.00151705],"category_scores_gemma":[0.008412966,0.0001781733,0.0007873042,0.0009001134,0.0006830014,0.0005681062,0.0008802397,0.0005818032,0.0002810495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007529753,"about_ca_system_score_gemma":0.0006995822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0106784,"about_ca_topic_score_gemma":0.01230539,"domain_scores_codex":[0.9987393,0.0004175028,0.000130879,0.0001463205,0.0004402766,0.0001257643],"domain_scores_gemma":[0.9954448,0.001422292,0.001595003,0.000370036,0.0006521331,0.0005157312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004466358,0.00009158291,0.9958094,0.00001448481,0.00008499382,0.00002238887,0.0001383417,0.0002021278,0.0001964778,0.00004017708,0.0001199679,0.002833376],"study_design_scores_gemma":[0.00003968661,0.0005871315,0.9976417,0.000009779689,0.00005394657,0.00009741251,0.0001272709,0.001015563,0.0001389443,0.0000372737,0.0002427923,0.000008494845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983816,0.0001570851,0.0002311258,0.00003186572,0.000008296332,0.00003973545,0.0003168024,0.000005469763,0.0008280398],"genre_scores_gemma":[0.9986252,0.0000711414,0.0004242999,0.00001421415,0.0000141374,0.00003934298,0.0005706451,0.000003645228,0.0002373233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0106784,"threshold_uncertainty_score":0.02123249,"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."}}