{"id":"W3204008643","doi":"10.3138/canlivj-2021-0019","title":"Liver biopsy complication rates in patients with non-alcoholic fatty liver disease","year":2021,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Internal medicine; Complication; Fatty liver; Liver biopsy; Odds ratio; Gastroenterology; Liver disease; Univariate analysis; Prothrombin time; Surgery; Retrospective cohort study; Fibrosis; Biopsy; Disease; Multivariate analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001032595,0.0001894519,0.0003580717,0.0008625084,0.0002364009,0.0005102081,0.0003093409,0.000428765,0.001491354],"category_scores_gemma":[0.007525909,0.0002135432,0.000428318,0.001147171,0.0002088586,0.0004204087,0.0003651307,0.0006279905,0.0001536312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003006926,"about_ca_system_score_gemma":0.0002885289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593508,"about_ca_topic_score_gemma":0.00193648,"domain_scores_codex":[0.9987614,0.0003658048,0.0002362358,0.0001598775,0.0003492911,0.0001273193],"domain_scores_gemma":[0.9905347,0.002097337,0.006131804,0.0002212074,0.0004861592,0.000528794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007773995,0.000009940622,0.9985313,0.00001566042,0.00002002807,0.0001788325,0.00002278912,0.00002164543,0.00004448195,0.000005107793,0.00004743196,0.00102506],"study_design_scores_gemma":[0.000004693477,0.0001012584,0.9972038,0.00001510827,0.00002158347,0.002283816,0.00009585478,0.0001263961,0.00006101297,0.0000105149,0.00007256839,0.00000353871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979649,0.001286018,0.0001397046,0.00006679603,0.000006723646,0.00001234436,0.0001965972,0.000007351007,0.0003195074],"genre_scores_gemma":[0.999215,0.0003597432,0.0001054504,0.00002356487,0.00001195778,0.000008078082,0.0002338671,0.000002280491,0.00004008228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001593508,"threshold_uncertainty_score":0.005460918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381785165932014,"score_gpt":0.2336508113646042,"score_spread":0.219832959705284,"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."}}