{"id":"W2037688113","doi":"10.1002/hep.20790","title":"Diagnosis of Small Hepatocellular Carcinoma * #","year":2005,"lang":"en","type":"review","venue":"Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Hepatocellular carcinoma; Nodule (geology); Medicine; Malignancy; Radiology; Carcinoma; Cancer; Pathology; Internal medicine; Biology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002506466,0.0008685519,0.005100113,0.0006653399,0.00006527597,0.00001119236,0.0003345974,0.001234951,0.001060208],"category_scores_gemma":[0.00009806885,0.0007061688,0.001986006,0.0005740205,0.0002321847,0.00003625867,0.0001629918,0.0006210725,0.0005469187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509427,"about_ca_system_score_gemma":0.0008934072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001828109,"about_ca_topic_score_gemma":0.00002568017,"domain_scores_codex":[0.9963351,0.0003736997,0.001440094,0.0008598578,0.0002858931,0.0007053902],"domain_scores_gemma":[0.9973277,0.0003972462,0.0006551023,0.001109154,0.0001584779,0.0003522862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001578203,0.0002737702,0.4297925,0.0114262,0.0004105965,0.000984634,0.00002633838,2.116996e-9,1.62699e-7,0.0001109017,0.0005871266,0.556372],"study_design_scores_gemma":[0.0007204569,0.0003773558,0.0001049262,0.003655589,0.007046749,0.001214308,0.000004438285,0.0002310805,0.00006265757,0.00001435217,0.9860827,0.0004854144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00865237,0.9867523,0.00001067507,0.0001118604,0.0002833315,0.002067998,0.0001011408,0.0001099622,0.001910409],"genre_scores_gemma":[0.0211262,0.9748073,0.001039225,0.00009740656,0.0003723174,0.001025856,0.0007013623,0.0001704799,0.0006598526],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9854956,"threshold_uncertainty_score":0.999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1612031806499535,"score_gpt":0.3169046543759597,"score_spread":0.1557014737260062,"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."}}