{"id":"W4399368596","doi":"10.1016/j.giec.2024.04.014","title":"Current Endoscopic Scoring Systems in Inflammatory Bowel Disease","year":2024,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy Clinics of North America","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Inflammatory bowel disease; Ulcerative colitis; Scoring system; Disease; Selection bias; Granularity; Internal medicine; Pathology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00170236,0.001377108,0.003023176,0.003571702,0.0002741388,0.001590537,0.001376088,0.001053923,0.002544398],"category_scores_gemma":[0.00205772,0.0003341639,0.0009253073,0.003989229,0.0007377245,0.001258881,0.0008699144,0.002156426,0.001787829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006656674,"about_ca_system_score_gemma":0.001261806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00159609,"about_ca_topic_score_gemma":0.002259098,"domain_scores_codex":[0.9994574,0.0001288796,0.0001037077,0.00008018481,0.0001826043,0.00004727107],"domain_scores_gemma":[0.9990627,0.0004319055,0.0001301123,0.00002204765,0.0002891669,0.00006414423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001207665,0.00003957214,0.0006488581,0.007644567,0.0001215049,0.0001893054,0.0000301721,0.0003082427,0.0005576776,0.001628363,0.03053079,0.9581801],"study_design_scores_gemma":[0.0001205337,0.0002219275,0.005995104,0.0101256,0.0007167003,0.003353109,0.0001651049,0.0004555989,0.0006501863,0.004618543,0.9734988,0.0000787243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000113045,0.9981362,0.0003927887,0.000287978,0.0002917675,0.000006613329,0.0000394905,0.00001609916,0.0007159425],"genre_scores_gemma":[0.001051235,0.9961351,0.001013808,0.0003605311,0.0005282139,0.00001776999,0.0001245158,0.000004228044,0.000764493],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003571702,"threshold_uncertainty_score":0.009002984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340550078065478,"score_gpt":0.3247224397523849,"score_spread":0.3013169389717301,"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."}}