{"id":"W4391873564","doi":"10.1093/jcag/gwad061.205","title":"A205 PRACTICE PATTERNS FOR EOSINOPHILIC ESOPHAGITIS IN ADULTS VARY WIDELY AMONG CANADIAN GASTROENTEROLOGISTS: INTERIM ANALYSIS OF A NATIONWIDE SURVEY","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Eosinophilic esophagitis; Medicine; Family medicine; Interim; Interim analysis; Dermatology; Internal medicine; Environmental health; Alternative medicine; Pathology; Geography; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002494129,0.0006618936,0.000716891,0.0027581,0.001958813,0.001525985,0.001853873,0.001028394,0.003117882],"category_scores_gemma":[0.005920928,0.0006060093,0.002395093,0.007989166,0.0006002119,0.0009004389,0.00134092,0.0009174765,0.0004917261],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02057183,"about_ca_system_score_gemma":0.02401146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9750763,"about_ca_topic_score_gemma":0.972513,"domain_scores_codex":[0.9959077,0.0004142659,0.0002951213,0.0006866134,0.001438297,0.001257957],"domain_scores_gemma":[0.9919434,0.0004385729,0.001855227,0.0004246824,0.004273624,0.001064555],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006497728,0.00003457598,0.9974864,0.00003244212,0.0001108831,0.00001200421,0.0001352246,0.00004729574,0.00002216235,0.00001565507,0.001051852,0.0009866237],"study_design_scores_gemma":[0.00001368915,0.00003138577,0.9991211,0.00001283589,0.00004190314,0.00001282536,0.0002891425,0.0001630862,0.0000103869,0.000004168776,0.0002920437,0.000007318091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570266,0.0007515487,0.0002804864,0.0004752963,0.0000275427,0.0003501872,0.03851518,0.00004380993,0.002529402],"genre_scores_gemma":[0.9858454,0.0003741434,0.0004250935,0.0002497522,0.00001500461,0.0002388392,0.012176,0.00001225879,0.0006634859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9975058,"threshold_uncertainty_score":0.1492597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383668724194835,"score_gpt":0.2779995791496389,"score_spread":0.2641628919076905,"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."}}