{"id":"W2796781526","doi":"10.1016/j.gie.2018.04.2330","title":"Reliability among central readers in the evaluation of endoscopic disease activity in pouchitis","year":2018,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Western University; Robarts Clinical Trials","funders":"Dr. Falk Pharma; Takeda Canada; Vifor Pharma; AbbVie Canada; Shire; Gilead Sciences; Boehringer Ingelheim; Tillotts Pharma; Schering-Plough; Pfizer","keywords":"Pouchitis; Medicine; Intraclass correlation; Proctocolectomy; Pouch; Reliability (semiconductor); Ulcerative colitis; Internal medicine; Surgery; Disease; Psychometrics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00116087,0.0001559634,0.0001224454,0.00006359292,0.00003868474,0.00001279537,0.00024664,0.0000362004,0.00004575227],"category_scores_gemma":[0.00184213,0.0001354164,0.0000710686,0.0001363725,0.0003909787,0.000013757,0.00005695963,0.0001339724,0.000004644833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007223537,"about_ca_system_score_gemma":0.0003442061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002337507,"about_ca_topic_score_gemma":0.0009214589,"domain_scores_codex":[0.9979067,0.0007396872,0.0002637502,0.0003538868,0.0003668483,0.0003691195],"domain_scores_gemma":[0.9990736,0.00005165379,0.0001201624,0.0004915441,0.0001569067,0.0001061156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001113233,0.0001913655,0.9141512,0.00003777333,0.000003404184,0.00003723929,0.0001642072,0.0003627785,0.08354653,0.0000166186,0.00007848981,0.0002971663],"study_design_scores_gemma":[0.001208196,0.0002140075,0.9919478,0.0001127479,0.0000241756,0.00001400967,0.0001741947,0.001398895,0.004636176,0.0001760302,0.000007229704,0.00008658465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982486,0.00001983888,0.0005345313,0.00008037394,0.00007002128,0.0005505919,0.00002701359,0.000007099606,0.0004618728],"genre_scores_gemma":[0.9982216,0.000002578712,0.001474026,0.00004900189,0.0001258291,0.00007141173,0.00003436929,0.0000123236,0.000008838573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07891035,"threshold_uncertainty_score":0.5522121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722066032892205,"score_gpt":0.2832425326857826,"score_spread":0.2660218723568605,"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."}}