{"id":"W2901267653","doi":"10.1016/j.cgh.2018.07.033","title":"Screening for Celiac Disease in Canada","year":2018,"lang":"en","type":"letter","venue":"Clinical Gastroenterology and Hepatology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Medicine; Disease; Internal medicine; Serology; Biopsy; Gastroenterology; Antibody; Immunology","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":[0.0007428058,0.0003010982,0.0005291303,0.0008087504,0.008711359,0.001961031,0.001301585,0.01165595,0.005815787],"category_scores_gemma":[0.006289234,0.0004406892,0.0005574668,0.001452553,0.001675421,0.0007352,0.0008943451,0.008926262,0.0006044605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04173657,"about_ca_system_score_gemma":0.07847346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9607469,"about_ca_topic_score_gemma":0.9845753,"domain_scores_codex":[0.9981111,0.0001747168,0.0001663314,0.0001403291,0.0004514875,0.0009559024],"domain_scores_gemma":[0.9929587,0.0009608379,0.0004082774,0.00007244257,0.002214537,0.003385199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002269978,0.0002154181,0.1030174,0.0002766799,0.0000851591,0.03596812,0.002068189,0.0004591854,0.001063933,0.004994636,0.8108739,0.04075034],"study_design_scores_gemma":[0.0007655402,0.0002830396,0.240315,0.00317558,0.0004235374,0.03684066,0.02054772,0.003477133,0.0009812956,0.008443368,0.6844198,0.0003273608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.026978,0.003973644,0.0001060025,0.9387985,0.00435779,0.00005751218,0.0003683011,0.00003337481,0.0253269],"genre_scores_gemma":[0.2573309,0.007028178,0.0005707532,0.6982424,0.008386229,0.00006479511,0.0002884198,0.00006289225,0.02802539],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04173657,"threshold_uncertainty_score":0.3028214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0643681301258793,"score_gpt":0.3636068133987603,"score_spread":0.2992386832728811,"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."}}