{"id":"W4394733679","doi":"10.1148/rg.230121","title":"Congestive Hepatopathy: Pathophysiology, Workup, and Imaging Findings with Pathologic Correlation","year":2024,"lang":"en","type":"article","venue":"Radiographics","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Focal nodular hyperplasia; Hepatocellular carcinoma; Cirrhosis; Radiology; Hepatocellular adenoma; Pathophysiology; Pathology; Population; 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":[0.0005955892,0.001770482,0.001366343,0.005238272,0.0005033605,0.001224135,0.001086977,0.001308565,0.001452958],"category_scores_gemma":[0.001549972,0.000391993,0.0005882555,0.002253943,0.001657562,0.002235377,0.0009619399,0.001379633,0.001374271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006987862,"about_ca_system_score_gemma":0.0005261711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007096809,"about_ca_topic_score_gemma":0.0007247515,"domain_scores_codex":[0.9996594,0.00006801563,0.00007029095,0.00004850388,0.00009085714,0.0000629502],"domain_scores_gemma":[0.999384,0.0001638998,0.0002065261,0.00003493477,0.0001075401,0.0001029274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0003629872,0.0003856449,0.1387403,0.003135767,0.0002166138,0.4412984,0.0007526914,0.001601021,0.009333252,0.009312969,0.03026982,0.3645905],"study_design_scores_gemma":[0.00002658045,0.0001449142,0.03942019,0.0009738815,0.0001142833,0.9204361,0.0005310607,0.001046725,0.000787695,0.005454394,0.03099885,0.00006522531],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08412687,0.8545531,0.01718376,0.01020314,0.001796561,0.0005070795,0.0002739649,0.0006154809,0.0307399],"genre_scores_gemma":[0.449868,0.507351,0.01608507,0.004066917,0.01481751,0.0002944256,0.0005567924,0.0001029192,0.006857381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005238272,"threshold_uncertainty_score":0.00507009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005960682159567998,"score_gpt":0.2317653166149615,"score_spread":0.2258046344553935,"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."}}