{"id":"W3134084067","doi":"10.1007/s00247-021-04989-x","title":"Imaging and clinical features of pediatric hepatocellular carcinoma","year":2021,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Neuroradiology; Hepatocellular carcinoma; Radiology; Magnetic resonance imaging; Hepatoblastoma; Ultrasound; Pathological; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003938462,0.0002176882,0.0007155515,0.0002143454,0.00006180964,0.000009905332,0.00008028336,0.0002113438,0.0001138772],"category_scores_gemma":[0.0003289443,0.0001920641,0.0002834195,0.000422489,0.000115653,0.00004656992,0.00008998079,0.0003077789,0.00001737766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000027597,"about_ca_system_score_gemma":0.0003104783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004091615,"about_ca_topic_score_gemma":0.000001936518,"domain_scores_codex":[0.998091,0.0002662591,0.0005971858,0.0005170638,0.0001716561,0.0003568057],"domain_scores_gemma":[0.9986206,0.0004040873,0.0001752236,0.0003715644,0.0001733198,0.0002551631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006956203,0.0001839831,0.9916185,0.0001526206,0.00007457586,0.001642893,0.00006669298,5.044695e-8,0.000130233,0.0001091499,0.002932496,0.003019217],"study_design_scores_gemma":[0.00208139,0.000282103,0.9928027,0.000002961788,0.001578555,0.001355204,0.00004382139,0.0004064952,0.000531964,0.000106552,0.0006362696,0.0001719994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353075,0.06228147,0.00005092894,0.0006150014,0.0003765517,0.0002522528,0.00001213347,0.00004255126,0.001061589],"genre_scores_gemma":[0.9861809,0.009904094,0.001282537,0.0001925865,0.00203765,0.00001409367,0.00007676773,0.00002857258,0.0002828243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05237738,"threshold_uncertainty_score":0.7832146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0410841304641453,"score_gpt":0.281107016718894,"score_spread":0.2400228862547487,"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."}}