{"id":"W2142211770","doi":"10.1136/gut.2006.110460","title":"Outpatient liver biopsy: a prospective evaluation of 500 cases","year":2006,"lang":"en","type":"letter","venue":"Gut","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Biopsy; Medicine; Liver biopsy; Prospective cohort study; Percutaneous; Liver disease; Surgery; General 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001242553,0.000577207,0.0005334747,0.002449175,0.001305423,0.001403321,0.0007084135,0.001386134,0.002724989],"category_scores_gemma":[0.004142269,0.0009834527,0.0004736216,0.001888631,0.0008702053,0.001556626,0.001108415,0.001001355,0.001617234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088787,"about_ca_system_score_gemma":0.0004875363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005078981,"about_ca_topic_score_gemma":0.005423694,"domain_scores_codex":[0.998017,0.0005143372,0.000267807,0.0004270116,0.0005060243,0.0002679224],"domain_scores_gemma":[0.9953892,0.0009908972,0.00160173,0.0003377531,0.0005930726,0.001087228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001035104,0.0001524452,0.9969603,0.000007393585,0.00001201995,0.001448255,0.0001708348,0.00001536106,0.0001341548,0.00001211082,0.0001223285,0.0008612812],"study_design_scores_gemma":[0.00003397594,0.0006528023,0.9882705,0.00001772062,0.0000195655,0.009043849,0.00106327,0.0002602676,0.00009181793,0.0000242169,0.0005061321,0.00001591379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985482,0.0003104643,0.00008467837,0.00008281587,0.000006021538,0.00004347457,0.0002357558,0.000007778802,0.0006807263],"genre_scores_gemma":[0.9984175,0.0003152417,0.000217042,0.0001807176,0.00004276892,0.00004933571,0.0005543125,0.000007173086,0.0002159568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005078981,"threshold_uncertainty_score":0.01009881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05009779239124794,"score_gpt":0.3045991593387025,"score_spread":0.2545013669474546,"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."}}