{"id":"W203334921","doi":"10.1155/2009/370651","title":"Liver Biopsies for Chronic Hepatitis C: Should Nonultrasound-Guided Biopsies Be Abandoned?","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital; Queen's University","funders":"","keywords":"Medicine; Biopsy; Grading (engineering); Liver biopsy; Cirrhosis; Histopathology; Hepatitis C virus; Liver disease; Percutaneous; Radiology; Gastroenterology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01250419,0.0003944348,0.0007320156,0.0009640799,0.0008339452,0.001833515,0.001378319,0.002502844,0.001276332],"category_scores_gemma":[0.02715139,0.0002628393,0.0004704953,0.001271329,0.002114631,0.00184171,0.0004997891,0.002638293,0.0009996636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009474774,"about_ca_system_score_gemma":0.001858057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002860261,"about_ca_topic_score_gemma":0.007681662,"domain_scores_codex":[0.9957725,0.001570947,0.0007743129,0.0003719956,0.001201782,0.0003084737],"domain_scores_gemma":[0.9765315,0.007729845,0.005313782,0.001258056,0.006843085,0.002323661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00156227,0.0002683324,0.6370259,0.000832492,0.0001098116,0.004504757,0.0008061431,0.0002697411,0.004243106,0.001240313,0.02593777,0.3231993],"study_design_scores_gemma":[0.0006355072,0.003060683,0.8109738,0.00717202,0.0003978087,0.04503049,0.01223834,0.00322687,0.005959705,0.00795169,0.1031401,0.0002130124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6600757,0.09716211,0.007044709,0.2186767,0.007930023,0.0002058534,0.0001981943,0.0002328677,0.008473805],"genre_scores_gemma":[0.8937417,0.03483639,0.01573699,0.04579403,0.007869709,0.00006772383,0.0002272513,0.00009601853,0.00163021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01250419,"threshold_uncertainty_score":0.06612927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05587861123972432,"score_gpt":0.3189187187933922,"score_spread":0.2630401075536679,"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."}}