{"id":"W2197247672","doi":"10.3390/diagnostics6010003","title":"Hepatocellular Carcinoma, Fibrolamellar Variant: Diagnostic Pathologic Criteria and Molecular Pathology Update. A Primer","year":2015,"lang":"en","type":"article","venue":"Diagnostics","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"National Cancer Institute; Health and Medical Research Fund; National Institutes of Health; University of Alberta; World Health Organization","keywords":"Medicine; Hepatocellular carcinoma; Pathology; Surgical pathology; Molecular pathology; Disease; Cancer; Oncology; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004736056,0.0004916849,0.0007373008,0.000202259,0.0001074269,0.0000742929,0.0001599101,0.0003950759,0.000141021],"category_scores_gemma":[0.002947204,0.0004381984,0.0001642475,0.0002997941,0.0002477596,0.0001065059,0.0002103882,0.000326976,0.0003009319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008837963,"about_ca_system_score_gemma":0.0002056242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005766712,"about_ca_topic_score_gemma":0.00000153202,"domain_scores_codex":[0.9974105,0.0002892042,0.000496018,0.0007342763,0.000398461,0.0006714892],"domain_scores_gemma":[0.9974235,0.0007170333,0.0001307258,0.0007051585,0.0002782718,0.0007452721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009618988,0.0003750431,0.9309146,0.0001038959,0.00008246053,0.06063242,0.0004860062,7.327812e-7,0.001647604,0.0009172717,0.003515999,0.001227833],"study_design_scores_gemma":[0.02891388,0.01213517,0.6696627,0.0008780353,0.008498514,0.02748365,0.001072414,0.02141829,0.1161448,0.01549499,0.09354775,0.004749912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759766,0.01867751,0.001215875,0.001550003,0.000341088,0.001102437,0.00007557875,0.0001638038,0.0008971214],"genre_scores_gemma":[0.9905683,0.001658308,0.005104817,0.001729237,0.0001964103,0.0001741702,0.0004113983,0.00008866279,0.00006867228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2612519,"threshold_uncertainty_score":0.999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04590677195215304,"score_gpt":0.2586481393649412,"score_spread":0.2127413674127882,"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."}}