{"id":"W3013075403","doi":"10.1016/j.cbi.2020.109054","title":"Familial non-alcoholic steatohepatitis leading to hepatocellular carcinoma","year":2020,"lang":"en","type":"article","venue":"Chemico-Biological Interactions","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Steatohepatitis; Cirrhosis; Pathology; Steatosis; Hepatic stellate cell; Fibrosis; Kupffer cell; Fatty liver; Hepatocellular carcinoma; Cytokeratin; Alcoholic liver disease; Hepatocyte; Biology; Medicine; Internal medicine; Immunohistochemistry","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":[0.0003528683,0.0007679248,0.0004821562,0.001303719,0.001603195,0.0003691115,0.0003157625,0.0008875237,0.006299494],"category_scores_gemma":[0.002484462,0.0002953548,0.0005880037,0.0008340799,0.0005729905,0.0003435081,0.0004323646,0.0006391283,0.0005434609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004712712,"about_ca_system_score_gemma":0.0004093647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003722539,"about_ca_topic_score_gemma":0.003014158,"domain_scores_codex":[0.9996179,0.0001227212,0.00004405843,0.00005765086,0.00007459893,0.00008293684],"domain_scores_gemma":[0.9989473,0.0004504751,0.0002037502,0.00008555194,0.000120499,0.0001924495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0009758655,0.0002656769,0.7230334,0.00009436969,0.0001725092,0.2587909,0.0005317907,0.0003005063,0.007189075,0.00143475,0.001089614,0.006121408],"study_design_scores_gemma":[0.00007729807,0.0008188746,0.500418,0.00006386212,0.0003797922,0.4862473,0.0008619504,0.001392469,0.00521884,0.001553314,0.002925134,0.00004317057],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864709,0.001250631,0.001330366,0.0009695177,0.00007950847,0.00002737004,0.0002188284,0.00008293174,0.009569956],"genre_scores_gemma":[0.9984896,0.0001914406,0.0002135366,0.00008020907,0.00005614832,0.000003409495,0.00005800778,0.000005590321,0.0009019882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006299494,"threshold_uncertainty_score":0.02107394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07682901847101606,"score_gpt":0.3118906028962758,"score_spread":0.2350615844252597,"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."}}