{"id":"W2902375658","doi":"10.1111/apt.15029","title":"Severe vitamin D deficiency is a prognostic biomarker in autoimmune hepatitis","year":2018,"lang":"en","type":"article","venue":"Alimentary Pharmacology & Therapeutics","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"American College of Gastroenterology","keywords":"Medicine; Autoimmune hepatitis; Biomarker; Hepatitis; Immunology; vitamin D deficiency; Vitamin D and neurology; Hepatitis a virus; Internal medicine; Virus","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003608826,0.000290855,0.0004011113,0.0002964901,0.0002092133,0.00001408391,0.0002450796,0.0001305233,0.002178942],"category_scores_gemma":[0.000001972619,0.0002543565,0.00009576386,0.000607829,0.0008062316,0.0001131418,0.0002305307,0.0003612373,0.0003350088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002735826,"about_ca_system_score_gemma":0.0001719422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002447401,"about_ca_topic_score_gemma":0.00006669214,"domain_scores_codex":[0.997749,0.0002137089,0.0004172139,0.0004685863,0.0003792834,0.0007721788],"domain_scores_gemma":[0.9991134,0.0002198325,0.00008321106,0.0002953454,0.0001661798,0.0001219993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004694846,0.001689731,0.6630135,0.0001141199,0.005182228,0.0004587111,0.003197199,7.222151e-7,0.3063094,0.00001505826,0.00893097,0.01061889],"study_design_scores_gemma":[0.005698053,0.002013868,0.9394446,0.0001008485,0.003351301,0.0002313081,0.0004196865,0.001626678,0.03557437,0.00007855091,0.01107768,0.0003830396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809892,0.003197367,0.0000199769,0.01215964,0.000708417,0.0011108,0.0000347754,0.00009225932,0.001687564],"genre_scores_gemma":[0.9696357,0.002190087,0.0004976923,0.02609875,0.0001345832,0.0001504346,0.0000322312,0.00004285006,0.001217704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2764311,"threshold_uncertainty_score":0.9999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04220476416928673,"score_gpt":0.362467506104195,"score_spread":0.3202627419349083,"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."}}