{"id":"W4391218381","doi":"10.1093/ibd/izae020.048","title":"IDENTIFICATION OF DISEASE SEVERITY DEFINITIONS FOR ULCERATIVE COLITIS AND CROHN’S DISEASE","year":2024,"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":"","funders":"","keywords":"Ulcerative colitis; Disease; Medicine; Crohn's disease; Identification (biology); Crohn disease; Gastroenterology; Internal medicine; Biology","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":[0.02680042,0.00240129,0.006713408,0.03281794,0.0007697234,0.003117912,0.002399695,0.001739327,0.00622712],"category_scores_gemma":[0.07114977,0.0009424418,0.00961712,0.02314924,0.002023459,0.003542574,0.003201663,0.001650378,0.0007017417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003287325,"about_ca_system_score_gemma":0.007676034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003874178,"about_ca_topic_score_gemma":0.007564665,"domain_scores_codex":[0.9470444,0.01633295,0.02673165,0.003220836,0.00611633,0.0005538844],"domain_scores_gemma":[0.9241972,0.04321894,0.02315872,0.001557227,0.007226424,0.000641493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001388576,0.00005897733,0.0145201,0.8417289,0.01197345,0.0001568035,0.0009804511,0.000427709,0.0006118515,0.003991417,0.008324072,0.1158376],"study_design_scores_gemma":[0.002678836,0.001037746,0.09165444,0.7178201,0.0590274,0.001663627,0.001771303,0.0007987111,0.001047132,0.01020468,0.1119561,0.0003397842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005263391,0.9766236,0.002847375,0.001095923,0.0005533563,0.004272721,0.00697432,0.00003846364,0.002330777],"genre_scores_gemma":[0.1573187,0.7477034,0.04477951,0.00294099,0.001221715,0.02942075,0.01523784,0.00006331615,0.00131376],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03281794,"threshold_uncertainty_score":0.1417359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01205951673204593,"score_gpt":0.2537917101939497,"score_spread":0.2417321934619038,"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."}}