{"id":"W3007393830","doi":"10.1093/jcag/gwz047.112","title":"A113 COST SAVINGS OF SEROLOGIC VERSUS BIOPSY PROVEN DIAGNOSIS OF PEDIATRIC CELIAC DISEASE","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; Health care; Population; Pediatrics; Emergency medicine; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.001110271,0.0002916805,0.0003122262,0.0008974804,0.0001921518,0.001086018,0.0004367041,0.0002436999,0.003575507],"category_scores_gemma":[0.006816726,0.0001230618,0.0007363997,0.001017231,0.0003132077,0.0005179553,0.0006486718,0.0003984645,0.0001597132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005916373,"about_ca_system_score_gemma":0.002191711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03328858,"about_ca_topic_score_gemma":0.0421586,"domain_scores_codex":[0.9984433,0.0007043268,0.00008278726,0.0001728483,0.0003384942,0.0002581952],"domain_scores_gemma":[0.9977157,0.001173661,0.0005528592,0.00006583187,0.0002166236,0.0002754387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006808661,0.0004445599,0.8382313,0.0004602112,0.0006060983,0.0003231862,0.0002226594,0.02626086,0.0008702374,0.002401734,0.003871927,0.1194986],"study_design_scores_gemma":[0.0002467376,0.002624023,0.9639818,0.0002415125,0.0005056961,0.0004939025,0.0008300968,0.02487637,0.001528896,0.0009641742,0.003678437,0.00002833276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926221,0.001281725,0.0003823112,0.0005159651,0.00003645333,0.00004242317,0.00245082,0.00001522557,0.002653008],"genre_scores_gemma":[0.9983386,0.0002073074,0.0004218453,0.00005753723,0.00001280991,0.00002616689,0.0006446959,0.000002655002,0.0002882208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03328858,"threshold_uncertainty_score":0.06618959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242749969323974,"score_gpt":0.263236842770382,"score_spread":0.2408093430771423,"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."}}