{"id":"W2127313048","doi":"10.1016/j.cult.2013.08.006","title":"The Special Contribution of Contrast-Enhanced Ultrasound to Oncology","year":2013,"lang":"en","type":"article","venue":"Ultrasound Clinics","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Vascularity; Ultrasound; Medicine; Contrast-enhanced ultrasound; Radiology; Contrast (vision); Intravenous contrast; Contrast enhancement; Computed tomography; Computer science; Magnetic resonance imaging; Artificial intelligence","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":[0.002872861,0.0009743868,0.001167763,0.002329435,0.0007597329,0.002995633,0.001056269,0.005929571,0.01155855],"category_scores_gemma":[0.01303177,0.0006251301,0.0008342508,0.001575724,0.002022319,0.002510387,0.001571576,0.005250975,0.004167606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009058655,"about_ca_system_score_gemma":0.001141896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008374222,"about_ca_topic_score_gemma":0.00265072,"domain_scores_codex":[0.9980375,0.0006254687,0.0003599088,0.0003059136,0.000491008,0.0001802492],"domain_scores_gemma":[0.9753803,0.01525226,0.001405532,0.001375676,0.004420992,0.002165242],"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":[0.0002854354,0.0001113846,0.01377554,0.002273547,0.0001835589,0.01788257,0.0004200542,0.000649466,0.003716454,0.009130578,0.5279158,0.4236556],"study_design_scores_gemma":[0.00005186967,0.0001576714,0.008728334,0.0009456903,0.0001150121,0.06839315,0.0002863779,0.0008043525,0.0008050915,0.005267813,0.9143645,0.00008018415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009282359,0.3609255,0.005157067,0.2049829,0.3564807,0.00006232689,0.0001446763,0.0003169981,0.06264743],"genre_scores_gemma":[0.04133325,0.1432783,0.002813471,0.04321128,0.7495975,0.00003310732,0.0000776066,0.0001760398,0.01947943],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01155855,"threshold_uncertainty_score":0.03866726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03218092336060412,"score_gpt":0.300273009179607,"score_spread":0.2680920858190028,"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."}}