{"id":"W3159062165","doi":"10.1002/jpen.2135","title":"Evaluation of the fibrosis‐4 index for detection of advanced fibrosis among individuals at risk for intestinal failure–associated liver disease","year":2021,"lang":"en","type":"article","venue":"Journal of Parenteral and Enteral Nutrition","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Fibrosis; Gastroenterology; Internal medicine; Liver biopsy; Retrospective cohort study; Liver transplantation; Liver disease; Receiver operating characteristic; Biopsy; Pathology; Transplantation","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":[0.002315637,0.0003867858,0.0003467651,0.001261369,0.0002511487,0.0004928013,0.0003259018,0.000360473,0.001144053],"category_scores_gemma":[0.004270061,0.000162448,0.0003551358,0.0004668105,0.0002617802,0.0003914669,0.000348135,0.0004423136,0.0002954708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002109589,"about_ca_system_score_gemma":0.0003158413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005793083,"about_ca_topic_score_gemma":0.0008324755,"domain_scores_codex":[0.9992812,0.0002927559,0.00009092381,0.000104706,0.0001737044,0.00005678142],"domain_scores_gemma":[0.9967772,0.0009929743,0.001325036,0.0001658885,0.0004229163,0.0003160388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001081589,0.00001801011,0.998993,0.00000416484,0.00001598504,0.00001998942,0.00001090104,0.00002779685,0.0001656378,0.000005542626,0.00002295416,0.0006078618],"study_design_scores_gemma":[0.00001359956,0.0004504127,0.9973685,0.00000728123,0.0000444958,0.0005013624,0.00004527873,0.0009591996,0.0004593969,0.00001920084,0.0001263479,0.000004985809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990793,0.0001656156,0.0003166349,0.00001794901,0.000004090961,0.00001906663,0.000109053,0.000007299941,0.000280987],"genre_scores_gemma":[0.9994048,0.00003143794,0.0003436215,0.00000898497,0.000006499811,0.00001333347,0.0001351346,0.00000164155,0.00005453656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002315637,"threshold_uncertainty_score":0.01224643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600035400752564,"score_gpt":0.299876152364025,"score_spread":0.2738757983564993,"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."}}