{"id":"W4210567034","doi":"10.1016/j.gie.2022.01.014","title":"Reliability and responsiveness of endoscopic disease activity assessment in eosinophilic esophagitis","year":2022,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Calgary","funders":"AbbVie Canada; Takeda Canada; Sanofi Genzyme; Sandoz; Bristol-Myers Squibb Canada; Abbott Laboratories; Dr. Falk Pharma; Vifor Pharma; Ferring Pharmaceuticals; Arrien Pharmaceuticals; Acorda Therapeutics; Society for the Study of Theology; Bayer; Gilead Sciences; National Institutes of Health; Medtronic; Roche; GlaxoSmithKline; Celgene; Shire; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; Seres Therapeutics; Boehringer Ingelheim; Amgen; Falk Foundation; Sanofi","keywords":"Eosinophilic esophagitis; Medicine; Intraclass correlation; Confidence interval; Endoscopy; Intra-rater reliability; Reliability (semiconductor); Clinical endpoint; Randomized controlled trial; Proton-pump inhibitor; Grading (engineering); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03698693,0.0006908745,0.001148816,0.001969841,0.0004513681,0.001529137,0.0008656469,0.001377517,0.0008869197],"category_scores_gemma":[0.1225877,0.0004106041,0.00155338,0.001061637,0.001073008,0.001662443,0.001624627,0.001214433,0.0006018259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004787808,"about_ca_system_score_gemma":0.0003191543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010136,"about_ca_topic_score_gemma":0.001067025,"domain_scores_codex":[0.9629087,0.02336339,0.003568246,0.002630586,0.006446138,0.001082913],"domain_scores_gemma":[0.809657,0.150729,0.01502537,0.01039344,0.01261947,0.001575889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001182749,0.00007857977,0.9887407,0.00006132307,0.0005867211,0.00007579144,0.0004311454,0.0009138318,0.000570332,0.00009442873,0.0001952564,0.007069061],"study_design_scores_gemma":[0.00003937833,0.0009469466,0.9910936,0.00004664356,0.0002624955,0.0003193619,0.0003670609,0.005107108,0.0007690535,0.0002606605,0.0007565122,0.00003125974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901227,0.001958685,0.002696441,0.0001402459,0.0001756644,0.00006500048,0.0002832419,0.00004942185,0.004508567],"genre_scores_gemma":[0.9991763,0.00008010281,0.0003009012,0.00003549067,0.00005281155,0.00001538014,0.0001765855,0.000008611592,0.0001538005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03698693,"threshold_uncertainty_score":0.195608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417688994496491,"score_gpt":0.2930116221831168,"score_spread":0.2788347322381519,"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."}}