{"id":"W4280517208","doi":"10.2214/ajr.22.27600","title":"Imaging Features of Hepatocellular Carcinoma in Children With and Without Underlying Risk Factors","year":2022,"lang":"en","type":"article","venue":"American Journal of Roentgenology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Carcinoma; Oncology; Radiology; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004095794,0.0002556167,0.0003027444,0.001205731,0.0002665546,0.0003492566,0.0002122807,0.0003525088,0.002415072],"category_scores_gemma":[0.004579012,0.0001401337,0.0003899639,0.0007131685,0.00035155,0.0008241071,0.0004044427,0.0007026694,0.0001909888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004967343,"about_ca_system_score_gemma":0.0005533535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005382951,"about_ca_topic_score_gemma":0.005824765,"domain_scores_codex":[0.9996048,0.00007778739,0.00004277782,0.00006889537,0.00007796384,0.0001278357],"domain_scores_gemma":[0.9981654,0.000437264,0.000690766,0.00009844422,0.0001583312,0.0004498214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006159134,0.00001029641,0.9980545,0.000005863346,0.00001236198,0.0004852524,0.00003759305,0.00003074855,0.0001699291,0.00003614531,0.00007812301,0.001017521],"study_design_scores_gemma":[0.000004532922,0.00008985125,0.9946853,0.00001041496,0.00001875615,0.004499516,0.0002396724,0.0001180077,0.00007848132,0.00006067083,0.0001903801,0.000004446701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978048,0.0005413137,0.0001064714,0.0001253651,0.00001603716,0.000007252979,0.0002473567,0.000007442723,0.001143901],"genre_scores_gemma":[0.999562,0.0001148501,0.00006982433,0.00001767208,0.00001670985,0.000004023009,0.0001389677,0.00000196442,0.00007406071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005382951,"threshold_uncertainty_score":0.01070327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02390997165634796,"score_gpt":0.2446736424282514,"score_spread":0.2207636707719035,"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."}}