{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004234731,0.001001414,0.001544013,0.0004789048,0.00005543353,0.00007899529,0.0007843639,0.0001330055,0.00001209669],"category_scores_gemma":[0.001316158,0.0009535259,0.001006539,0.0003698959,0.0003889437,0.00001405263,0.0006070959,0.0009624151,0.000235994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306108,"about_ca_system_score_gemma":0.002401683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001603002,"about_ca_topic_score_gemma":0.0000239254,"domain_scores_codex":[0.9946405,0.0005178672,0.00223669,0.00128541,0.0004833536,0.0008362122],"domain_scores_gemma":[0.9965218,0.0001931928,0.001214836,0.001282576,0.0001789653,0.0006086124],"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":[0.001179345,0.001022878,0.1641904,0.1890027,0.0005780173,0.006335131,0.00004350041,0.002114718,0.00001877645,0.0001124572,0.002606434,0.6327956],"study_design_scores_gemma":[0.0008404111,0.0005421223,0.01281759,0.07361054,0.00175748,0.0001908727,0.00002273161,0.0003122722,4.274977e-7,0.00001486677,0.9086497,0.001240971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006196773,0.9901717,0.0002280398,0.000004337728,0.001198374,0.001372106,0.00070966,0.00006464804,0.00005440263],"genre_scores_gemma":[0.0009362199,0.9955695,0.000912542,0.00001765151,0.0007594694,0.0004514371,0.001083047,0.0002019389,0.00006814158],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9060433,"threshold_uncertainty_score":0.9992915,"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."}}