{"id":"W2623165539","doi":"10.1016/j.ultrasmedbio.2006.02.479","title":"2186","year":2006,"lang":"en","type":"article","venue":"Ultrasound in Medicine & Biology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Indeterminate; Ultrasound; Radiology; Contrast-enhanced ultrasound; Hemangioma; Biopsy; Hepatocellular carcinoma; Magnetic resonance imaging; Nuclear medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002639911,0.000696161,0.0003578404,0.001555969,0.001134,0.001805656,0.0005858978,0.001244018,0.8229706],"category_scores_gemma":[0.0009408439,0.0002347091,0.0003586388,0.001010997,0.0003842119,0.0008316661,0.001068623,0.000650248,0.7663118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004413998,"about_ca_system_score_gemma":0.000443075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00205391,"about_ca_topic_score_gemma":0.002788524,"domain_scores_codex":[0.9998021,0.00002390644,0.00001345678,0.00004854681,0.00008098278,0.00003107555],"domain_scores_gemma":[0.9995887,0.00007455456,0.00001605537,0.00007524802,0.0001649807,0.00008047315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001797897,0.0002159108,0.002057305,0.0001663357,0.00002013093,0.0003463442,0.0001390033,0.0002299512,0.006367818,0.01179414,0.5044773,0.4740061],"study_design_scores_gemma":[0.0000167712,0.00004669778,0.001664626,0.00006200568,0.00001141787,0.0006412849,0.00006096083,0.0002087722,0.001015095,0.001111972,0.9951541,0.000006245866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002185275,0.0004288792,0.001236609,0.000937501,0.0006753416,0.00006241932,0.0007131499,0.0003922742,0.9933686],"genre_scores_gemma":[0.003701578,0.0002990986,0.0004945601,0.0003604322,0.0001611277,0.00002821154,0.0007124541,0.00007016052,0.9941723],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1770294,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04347924272723235,"score_gpt":0.2844637459909736,"score_spread":0.2409845032637412,"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."}}