{"id":"W2789919486","doi":"10.1093/jcag/gwy008.260","title":"A259 ELEVATED BIOCHEMICAL LIVER TESTS WITHIN 1-YEAR TRANSPLANT PREDICTS RECURRENT PSC","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Gastroenterology; Internal medicine; Primary sclerosing cholangitis; Bilirubin; Liver transplantation; Alkaline phosphatase; Liver disease; Cirrhosis; Liver function tests; Transplantation; Disease; Biology","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":[0.0004295736,0.0002451324,0.0003348754,0.0007715262,0.0003350245,0.000626156,0.0002334686,0.0003274148,0.002513458],"category_scores_gemma":[0.001270909,0.000171244,0.0004970803,0.0005707018,0.00026505,0.0002956201,0.000348923,0.0004164355,0.0003701086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003629691,"about_ca_system_score_gemma":0.0004000308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004179556,"about_ca_topic_score_gemma":0.007639064,"domain_scores_codex":[0.9997628,0.00003291087,0.00002762409,0.00003075827,0.00007954257,0.00006631664],"domain_scores_gemma":[0.9985262,0.0001978541,0.0006834752,0.00005014922,0.0001039715,0.0004382889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001385864,0.00001523717,0.9986817,0.000004462333,0.00001442339,0.0001349421,0.0000129722,0.00003525012,0.0001523864,0.000005024357,0.00004329983,0.0007616405],"study_design_scores_gemma":[0.000006236527,0.0001695674,0.9985033,0.000006171151,0.00003079872,0.0008389229,0.00005656541,0.0001955062,0.00007322706,0.000009218589,0.0001073683,0.000003188546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991263,0.0002568971,0.00003089784,0.00001954833,0.000005632213,0.000004705073,0.00008104522,0.000003810248,0.0004711582],"genre_scores_gemma":[0.9996449,0.00007241426,0.00001970513,0.000007149969,0.000007505161,0.000001521712,0.0001426239,6.273509e-7,0.0001036102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004179556,"threshold_uncertainty_score":0.008408368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067230432072056,"score_gpt":0.2281287424715313,"score_spread":0.2174564381508107,"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."}}