{"id":"W3135277372","doi":"10.1093/jcag/gwab002.076","title":"A78 THE IMPACT OFGASTROINTESTINAL FOLLOW UP CARE ON HEALTHCARE UTILIZATION IN PATIENTS WITH ESINOPHILICESOPHAGITID (EOE).","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Perforation; Cohort; Endoscopy; Impaction; Retrospective cohort study; Health care; General surgery; Emergency medicine; Surgery; Pediatrics; Internal medicine","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":[0.001108026,0.0001782677,0.0002251272,0.000597001,0.0004342443,0.0007699105,0.0002580529,0.0004234593,0.001715419],"category_scores_gemma":[0.005920485,0.0001505275,0.0008489115,0.0007786055,0.0002168044,0.0005107509,0.000608,0.0005222246,0.0001352079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006475676,"about_ca_system_score_gemma":0.0005595517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008398356,"about_ca_topic_score_gemma":0.01082548,"domain_scores_codex":[0.9989556,0.0003941003,0.0001110746,0.0001494091,0.0001472315,0.0002425857],"domain_scores_gemma":[0.9961283,0.001087591,0.001851549,0.0001343247,0.0002148836,0.0005832682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004817703,0.00003352401,0.9988991,0.00000366155,0.00002138603,0.00003163606,0.00001864416,0.00002086029,0.0000176568,0.000005071922,0.00004057915,0.0008596478],"study_design_scores_gemma":[0.000003953337,0.0001321824,0.9993174,0.000007168714,0.00002263914,0.00009591807,0.0001004482,0.0002206662,0.00002371353,0.000007491406,0.00006662057,0.000001843149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990892,0.000297834,0.00003714373,0.0001093481,0.00000677963,0.000005490322,0.0001891441,0.000001687506,0.0002633776],"genre_scores_gemma":[0.9996983,0.00004543391,0.00004137148,0.00002699595,0.00000672621,0.000004254858,0.0001282546,5.524012e-7,0.00004823968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9916016,"threshold_uncertainty_score":0.01669896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268466346948954,"score_gpt":0.2541029436080305,"score_spread":0.241418280138541,"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."}}