{"id":"W4416070859","doi":"10.14309/01.ajg.0001131756.39785.ba","title":"S1074 A Prospective Approach to Disease Progression, Treatment Response and Quality of Life in Eosinophilic Esophagitis From Canada","year":2025,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Eosinophilic esophagitis; Quality of life (healthcare); Prospective cohort study; Esophagitis; Disease; Cohort; Proton-pump inhibitor; Eosinophil","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001388401,0.0003807948,0.0005277437,0.001901805,0.002586627,0.001020871,0.0009104047,0.0004897654,0.00336399],"category_scores_gemma":[0.00259599,0.0002908971,0.0009402941,0.004405631,0.0004683727,0.0003866046,0.0009424678,0.0005825895,0.0004098846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01970486,"about_ca_system_score_gemma":0.03080415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9782416,"about_ca_topic_score_gemma":0.9770383,"domain_scores_codex":[0.9987807,0.0001484963,0.00008307018,0.0001630597,0.0003949782,0.0004297715],"domain_scores_gemma":[0.9965299,0.0001572355,0.0006319027,0.00008257142,0.002012319,0.0005861893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002552963,0.00005285462,0.9947541,0.00006046643,0.00005813392,0.00007252464,0.0002589239,0.0000683726,0.0001107271,0.00005887722,0.001085002,0.003164769],"study_design_scores_gemma":[0.00004800718,0.0001225717,0.9975184,0.00005237616,0.00004294001,0.00008237593,0.0005231706,0.000253359,0.00005479399,0.0000174367,0.001273585,0.00001088816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836977,0.001118293,0.0001358269,0.0003621751,0.00001793843,0.0003412764,0.01142099,0.000008018386,0.002897726],"genre_scores_gemma":[0.9930732,0.0004648755,0.000298562,0.0002298412,0.000014001,0.000170593,0.004696609,0.000004380803,0.001048099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02175838,"threshold_uncertainty_score":0.1429694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325138633232421,"score_gpt":0.2939791035600722,"score_spread":0.280727717227748,"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."}}