{"id":"W2518564565","doi":"10.1097/meg.0000000000000731","title":"Multiple biopsy passes and the risk of complications of percutaneous liver biopsy","year":2016,"lang":"en","type":"article","venue":"European Journal of Gastroenterology & Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Biopsy; Odds ratio; Liver biopsy; Complication; Confidence interval; Malignancy; Surgery; Radiology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003758733,0.0001268449,0.0005419086,0.0001213438,0.00004604414,0.000002838248,0.0001514867,0.00002568897,0.00004521939],"category_scores_gemma":[0.000168259,0.00006129793,0.0002126688,0.00004084505,0.0009747729,0.00003248944,0.00007192243,0.0001172498,0.000008949724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001756995,"about_ca_system_score_gemma":0.00003014027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002618085,"about_ca_topic_score_gemma":0.000008849826,"domain_scores_codex":[0.9980506,0.0009475253,0.0005817698,0.0001402515,0.0001051794,0.0001746539],"domain_scores_gemma":[0.9981533,0.0005028868,0.0007188664,0.0002530243,0.0002528103,0.0001191486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00344255,0.0004505695,0.9887361,0.00002130551,0.0007948304,0.0008892914,0.000189131,0.000001315833,0.003332764,0.0001481759,0.0002587377,0.001735225],"study_design_scores_gemma":[0.007803211,0.002743975,0.9653211,0.0001117713,0.001012714,0.02206793,0.00007899544,0.00003244892,0.0003101262,0.00003374624,0.0004461148,0.00003793274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942548,0.0007154598,0.0009174897,0.003651095,0.0001132413,0.0001436647,0.00005554899,0.000005225086,0.0001434538],"genre_scores_gemma":[0.9964418,0.001700289,0.001545254,0.0002395503,0.0000451807,0.000001912719,0.000002150268,0.00001431173,0.00000952709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02341507,"threshold_uncertainty_score":0.3591591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335209859596258,"score_gpt":0.2290516988613099,"score_spread":0.2156996002653473,"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."}}