{"id":"W4386258277","doi":"10.1148/radiol.231494","title":"Contrast-enhanced US Incorporating Kupffer-Phase Findings for the Diagnosis of Hepatocellular Carcinoma","year":2023,"lang":"en","type":"letter","venue":"Radiology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; Mount Sinai Hospital","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Contrast (vision); Radiology; Carcinoma; Phase contrast microscopy; Nuclear medicine; Pathology; Internal medicine; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005450181,0.0005977971,0.001648753,0.0003238356,0.0002094044,0.00002199337,0.0003618145,0.001300906,0.0001303898],"category_scores_gemma":[0.000492965,0.0004240027,0.0008010122,0.0003573607,0.0003832376,0.00004026915,0.00008345859,0.001109516,0.00005803544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001645656,"about_ca_system_score_gemma":0.0002783227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002539876,"about_ca_topic_score_gemma":0.00001084585,"domain_scores_codex":[0.9970407,0.0002428566,0.0008841885,0.0007509242,0.0003146845,0.000766642],"domain_scores_gemma":[0.9951338,0.003247556,0.0004837073,0.0007761231,0.0002461604,0.0001126324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002886279,0.0001106279,0.5291138,0.000776412,0.00100482,0.001458059,0.000203872,6.769694e-7,0.002400277,0.00004689385,0.4624985,0.002097428],"study_design_scores_gemma":[0.03202645,0.01399102,0.02472295,0.001263073,0.01309467,0.001102377,0.0002309975,0.02859891,0.1282657,0.001179097,0.7529904,0.002534335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8207757,0.003710629,0.001012043,0.1681036,0.001107874,0.004414253,0.0005688239,0.0001586271,0.0001484189],"genre_scores_gemma":[0.9327752,0.0003007622,0.0004368113,0.05606633,0.003221611,0.003136353,0.002703176,0.0001883343,0.001171407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5043909,"threshold_uncertainty_score":0.9999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07754921881403273,"score_gpt":0.2881515774674558,"score_spread":0.2106023586534231,"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."}}