{"id":"W4383420775","doi":"10.1016/s0016-5085(23)03067-6","title":"Mo1757 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":"Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Ulcerative colitis; Crohn's disease; Internal medicine; Construct (python library); Tiger; Disease; Gastroenterology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00245536,0.0008188706,0.0005723592,0.001625761,0.0005959555,0.0008743614,0.0007006046,0.0007365886,0.00174276],"category_scores_gemma":[0.007677218,0.0002665691,0.001326598,0.001413239,0.0006570022,0.000643555,0.0009835084,0.0007617438,0.0004745299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119683,"about_ca_system_score_gemma":0.001164865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02954082,"about_ca_topic_score_gemma":0.03272232,"domain_scores_codex":[0.9985952,0.0005169456,0.0001388664,0.0001649812,0.0004300533,0.000153867],"domain_scores_gemma":[0.9946848,0.001603698,0.001887266,0.0003084448,0.0009175483,0.0005983158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006427444,0.00009222869,0.9959537,0.00001837356,0.0002486582,0.00002443451,0.0001175277,0.0001760473,0.0001661268,0.00004655572,0.0002369421,0.00227668],"study_design_scores_gemma":[0.00006226523,0.0003312631,0.9981711,0.00001104605,0.0001108528,0.00004415308,0.0001404272,0.0006977506,0.00007849054,0.00003797793,0.0003066153,0.000008005333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979407,0.0002237671,0.0001301089,0.00005978323,0.00001634468,0.00003227494,0.0005989397,0.000006951579,0.0009912493],"genre_scores_gemma":[0.9978725,0.0001048835,0.0002783791,0.0000392708,0.00002304025,0.0000532093,0.00115134,0.000006898977,0.0004704662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02954082,"threshold_uncertainty_score":0.0587377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03340753291948394,"score_gpt":0.3113413042004844,"score_spread":0.2779337712810005,"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."}}