{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008662972,0.0002916434,0.0006288832,0.0003533225,0.000148599,0.00001453572,0.0001867927,0.00002645977,0.0003653243],"category_scores_gemma":[0.001229804,0.0003179204,0.0001144472,0.0005373385,0.0003606333,0.0001480934,0.0004012782,0.0007513401,0.00000275457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004873966,"about_ca_system_score_gemma":0.0008097874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003751169,"about_ca_topic_score_gemma":0.00001245956,"domain_scores_codex":[0.9969974,0.0006209276,0.0005230595,0.0006919976,0.0006795324,0.0004870589],"domain_scores_gemma":[0.9978265,0.0007621248,0.0002282815,0.0006775925,0.0001356463,0.0003698621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004177794,0.001015329,0.8379902,0.0004348315,0.00001415444,0.001425432,0.00009313745,0.0002201025,0.1530329,0.0004219236,0.0000460916,0.001128132],"study_design_scores_gemma":[0.003445804,0.002384684,0.9883336,0.0003736591,0.00006754494,0.001761978,0.0001106134,0.0007104447,0.001833585,0.0007890183,0.00003986789,0.0001491903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996008,0.0004180172,0.0003723193,0.001533849,0.000112369,0.0008834299,0.0001467129,0.00006920218,0.000456101],"genre_scores_gemma":[0.9808258,0.00001895519,0.01851095,0.0001643265,0.00004758087,0.0002292821,0.00002961975,0.00003955864,0.0001338851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1511993,"threshold_uncertainty_score":0.9999273,"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."}}