{"id":"W2034496227","doi":"10.1016/j.mpdhp.2013.11.001","title":"Hepatitis or not hepatitis: it all depends on the liver biopsy… or does it?","year":2013,"lang":"en","type":"article","venue":"Diagnostic histopathology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Liver biopsy; Context (archaeology); Biopsy; Medicine; Hepatitis; Liver fibrosis; Pathology; Chronic hepatitis; Serology; Fibrosis; Immunology; Antibody; Virus; Biology","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":[0.007410884,0.0007968909,0.002106706,0.001160527,0.001232978,0.002632613,0.0009847208,0.002652342,0.005430359],"category_scores_gemma":[0.02715201,0.000512059,0.0009544411,0.000940085,0.003883165,0.008173603,0.001001677,0.004399797,0.00325943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009854796,"about_ca_system_score_gemma":0.001900982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003384581,"about_ca_topic_score_gemma":0.006502889,"domain_scores_codex":[0.9972014,0.0009965743,0.0003857829,0.0002837951,0.0007815602,0.0003508401],"domain_scores_gemma":[0.9817166,0.007903893,0.00247822,0.001952692,0.004064409,0.0018842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001820118,0.000445832,0.2336355,0.001792667,0.0009149751,0.007375821,0.001230813,0.0003678504,0.006642796,0.008812351,0.1697657,0.5671956],"study_design_scores_gemma":[0.0003076749,0.001572542,0.4374488,0.01455986,0.002136249,0.08154406,0.01567213,0.002189667,0.007351672,0.09569658,0.3406868,0.0008340413],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07990185,0.2787216,0.008323624,0.5557546,0.02566276,0.00008613147,0.0006257775,0.0004374309,0.05048615],"genre_scores_gemma":[0.647381,0.1396838,0.008565908,0.1236562,0.06423216,0.00004545733,0.0005850493,0.0003576174,0.01549278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007410884,"threshold_uncertainty_score":0.03919297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02944641724402143,"score_gpt":0.2692993462837175,"score_spread":0.239852929039696,"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."}}