{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000504175,0.0002012889,0.0004830968,0.00005925915,0.0001127865,0.00005609551,0.00006126844,0.00005340709,0.00001490948],"category_scores_gemma":[0.00195658,0.0001505368,0.00003097695,0.0000961157,0.0001551472,0.0001551057,0.0003274752,0.000113802,9.808654e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001966702,"about_ca_system_score_gemma":0.00003626991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006820384,"about_ca_topic_score_gemma":0.008701819,"domain_scores_codex":[0.9978131,0.000384332,0.0006675596,0.0005783999,0.0001455922,0.0004110195],"domain_scores_gemma":[0.9990011,0.0001510611,0.0002623007,0.000268327,0.00009743317,0.0002197055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008857546,0.00008423063,0.9973575,0.00006599027,0.00004589697,0.0001489357,0.0008066295,0.000001475779,0.00007144178,0.00001028056,0.0000390784,0.0004827607],"study_design_scores_gemma":[0.003394373,0.001222783,0.9943192,0.00008375331,0.00006365299,0.00003455401,0.0007217713,0.00005147115,0.000006640994,0.00003960792,0.00000481564,0.00005734936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966983,0.00004012119,0.00001160189,0.0005187757,0.0001814344,0.002345991,0.0001417101,0.00005127657,0.00001084379],"genre_scores_gemma":[0.9993021,0.00002064998,0.00006336356,0.000370758,0.00002442257,0.0001528668,0.00003486747,0.00000911197,0.00002185776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008019781,"threshold_uncertainty_score":0.6138711,"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."}}