{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009871866,0.0007063807,0.0007674419,0.001250982,0.001667936,0.001297709,0.001213846,0.01618405,0.00266117],"category_scores_gemma":[0.009416041,0.0007084784,0.001208123,0.0007497293,0.001479889,0.001843925,0.0005824924,0.01063022,0.001425104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002498531,"about_ca_system_score_gemma":0.001826897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003598706,"about_ca_topic_score_gemma":0.006059454,"domain_scores_codex":[0.9993414,0.0002188014,0.0001192292,0.00005337714,0.000147471,0.0001196851],"domain_scores_gemma":[0.9977688,0.001218068,0.0001223061,0.0001075258,0.0003595982,0.0004237689],"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":[0.0005522709,0.0002549835,0.02062643,0.000241502,0.00006330787,0.8230057,0.0003761345,0.0007581192,0.003229362,0.003731051,0.1249351,0.02222603],"study_design_scores_gemma":[0.000403014,0.0005415308,0.01900363,0.0008855868,0.0001878713,0.8281643,0.0009527372,0.008478553,0.003507946,0.01031208,0.1274154,0.0001472701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07455857,0.01077062,0.002706015,0.8425509,0.01866542,0.0002160011,0.0002255959,0.0001726556,0.05013419],"genre_scores_gemma":[0.5575719,0.01385882,0.006225845,0.2962821,0.1083184,0.0001756134,0.0002718071,0.0001322332,0.01716331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01618405,"threshold_uncertainty_score":0.01812822,"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."}}