{"id":"W3213536632","doi":"10.14309/ajg.0000000000001571","title":"Responsiveness of a Histologic Scoring System Compared With Peak Eosinophil Count in Eosinophilic Esophagitis","year":2021,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Western University; Robarts Clinical Trials; University of Calgary","funders":"","keywords":"Medicine; Eosinophilic esophagitis; Gastroenterology; Eosinophil; Confidence interval; Internal medicine; Visual analogue scale; Receiver operating characteristic; Area under the curve; Stage (stratigraphy); Eosinophilia; Surgery; Asthma; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0007767976,0.0002691316,0.00176584,0.0004181725,0.00005979609,0.00001262073,0.0003813869,0.00004613282,0.00002180662],"category_scores_gemma":[0.0001612781,0.0001859919,0.0001974042,0.0006195069,0.001213694,0.00008983591,0.0001065978,0.0006075758,0.000003248573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004152903,"about_ca_system_score_gemma":0.0004227559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001120868,"about_ca_topic_score_gemma":0.00008196163,"domain_scores_codex":[0.9966837,0.0009225261,0.001075526,0.0002943392,0.0005134985,0.0005104546],"domain_scores_gemma":[0.9966278,0.0003072677,0.001512489,0.0005908187,0.0007809119,0.0001806796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06288666,0.000763024,0.8854405,0.0003395299,0.0007280096,0.01687905,0.001289315,0.0009379045,0.02909398,0.0002415397,0.0001188121,0.001281702],"study_design_scores_gemma":[0.005599751,0.02289827,0.8885902,0.001448057,0.0003943122,0.07533289,0.003269809,0.0001121291,0.002111087,0.00004952787,0.00006254011,0.000131422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935714,0.001638459,0.0002871972,0.003959512,0.0002153103,0.0002043541,0.0000117476,0.00001715846,0.00009485285],"genre_scores_gemma":[0.9973639,0.000113683,0.001366504,0.0009319723,0.0001528472,0.000008984513,0.000003851991,0.00003655611,0.00002171452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05845385,"threshold_uncertainty_score":0.758453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239871158894338,"score_gpt":0.2489941870965604,"score_spread":0.236595475507617,"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."}}