{"id":"W4249433293","doi":"10.1016/s0168-8278(20)31263-0","title":"External validation of the Toronto hepatocellular carcinoma risk index in Turkish cirrhotic patients","year":2020,"lang":"en","type":"article","venue":"Journal of Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hepatocellular carcinoma; Turkish; Medicine; Index (typography); Internal medicine; Gastroenterology; Oncology; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004168732,0.0009492338,0.0007893517,0.00136258,0.0009499672,0.0012582,0.0007129962,0.000739078,0.001834931],"category_scores_gemma":[0.01205811,0.0003706766,0.001016609,0.001346239,0.0009111468,0.0005271708,0.001318205,0.0005924239,0.0008703251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001121121,"about_ca_system_score_gemma":0.001479077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00707739,"about_ca_topic_score_gemma":0.006626203,"domain_scores_codex":[0.9967532,0.001197113,0.0005083776,0.0006664726,0.0005111321,0.0003637198],"domain_scores_gemma":[0.9944844,0.00138631,0.00111865,0.0009766481,0.001712696,0.0003212758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001530938,0.0001122005,0.9881066,0.00008620143,0.0003500062,0.0001757503,0.000561731,0.0003993589,0.0008923321,0.0001804038,0.001275692,0.00632878],"study_design_scores_gemma":[0.000202736,0.0004362424,0.9906786,0.00005615174,0.0004156779,0.0007321722,0.0008056359,0.002165073,0.001016272,0.0001814361,0.003274394,0.00003557688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964186,0.0003272375,0.0006918995,0.0001021752,0.00007681608,0.00008860367,0.000999451,0.00002029237,0.001274907],"genre_scores_gemma":[0.9969303,0.00007776386,0.0004188224,0.00005152794,0.00003853006,0.0001126945,0.002051606,0.00001527181,0.0003035362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00707739,"threshold_uncertainty_score":0.02204663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337087845256394,"score_gpt":0.2347682681422639,"score_spread":0.2213973896896999,"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."}}