{"id":"W4242966851","doi":"10.1093/jcag/gwab002.082","title":"A84 THE IMPACT OF GASTROINTESTINAL FOLLOW UP CARE ON HEALTHCARE UTILIZATION IN PATIENTS WITH EOSINOPHILIC ESOPHAGITIS (EOE).","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Eosinophilic esophagitis; Medicine; Perforation; Endoscopy; Cohort; Emergency department; Overcrowding; Dysphagia; General surgery; Emergency medicine; Surgery; Disease; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001262107,0.0001768834,0.0002366122,0.0005817159,0.0004246488,0.0007936516,0.0002729802,0.0003893807,0.001811885],"category_scores_gemma":[0.006389743,0.0001239547,0.0008278658,0.0008767014,0.0002294349,0.0005342817,0.0005979289,0.0005588417,0.0001487726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006756564,"about_ca_system_score_gemma":0.000581933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008067378,"about_ca_topic_score_gemma":0.009808335,"domain_scores_codex":[0.9986607,0.0005512792,0.000148074,0.0001695315,0.0002013068,0.0002690927],"domain_scores_gemma":[0.9946402,0.001546523,0.002567034,0.0001574684,0.0003134064,0.0007753858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006776126,0.0000389275,0.9987466,0.000005226504,0.00002648962,0.00002919491,0.00002459586,0.00002227162,0.00002233445,0.000004751189,0.00004456599,0.0009672081],"study_design_scores_gemma":[0.000003102621,0.0001444997,0.9993838,0.000006423535,0.00002151209,0.0000681774,0.0001230614,0.0001657736,0.00002104,0.000005279473,0.00005557736,0.000001711107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990113,0.0003120616,0.00003011545,0.0001005892,0.000006115227,0.000007224558,0.0002214618,0.000001655631,0.0003094994],"genre_scores_gemma":[0.999741,0.00003823715,0.0000337915,0.0000216926,0.000004781615,0.00000414078,0.0001140356,4.905119e-7,0.0000417885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008067378,"threshold_uncertainty_score":0.0160408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263081236535486,"score_gpt":0.2570533647370442,"score_spread":0.2444225523716893,"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."}}