{"id":"W4313546464","doi":"10.1111/nmo.14525","title":"Measuring esophageal compliance using functional lumen imaging probe to assess remodeling in eosinophilic esophagitis","year":2023,"lang":"en","type":"article","venue":"Neurogastroenterology & Motility","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Regeneron Pharmaceuticals; Sanofi; U.S. Public Health Service; Celgene; AstraZeneca; Ironwood Pharmaceuticals, Incorporated; Eli Lilly and Company; Bristol-Myers Squibb; Amgen","keywords":"Eosinophilic esophagitis; Medicine; Compliance (psychology); Lumen (anatomy); Internal medicine; Gastroenterology; Disease; Psychology","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":[0.0008907221,0.000472064,0.0008073541,0.0007358521,0.0002199362,0.00005553913,0.0003287573,0.0001373442,0.00008330591],"category_scores_gemma":[0.0003903333,0.0005547798,0.0002010982,0.0009801302,0.0002237924,0.0003371185,0.0004337595,0.0008929847,0.0001441232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004638443,"about_ca_system_score_gemma":0.0001329598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001632178,"about_ca_topic_score_gemma":0.00008625507,"domain_scores_codex":[0.9953332,0.0003676646,0.0009008591,0.001379122,0.000681198,0.001337957],"domain_scores_gemma":[0.9981338,0.0001276582,0.0001661505,0.0008501005,0.0002721195,0.0004501914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001414991,0.0002349525,0.9619709,0.0001288872,0.00003377305,0.001131996,0.0001321806,0.003969833,0.03022605,0.00001298792,0.0001365737,0.001880423],"study_design_scores_gemma":[0.002231137,0.0002473776,0.9423525,0.000204909,0.00005603448,0.0008940501,0.00003496014,0.05270341,0.0009821209,0.0001918063,0.00002827033,0.00007340955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903401,0.0001144422,0.003772087,0.00327804,0.0008164815,0.001025851,0.00004615762,0.0004877783,0.0001190318],"genre_scores_gemma":[0.9927233,0.000008941151,0.003449411,0.003189064,0.0003204087,0.00007674102,0.00006942226,0.00009292443,0.00006980401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04873358,"threshold_uncertainty_score":0.9996904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1891609019460549,"score_gpt":0.3340968297089373,"score_spread":0.1449359277628824,"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."}}