{"id":"W6920721227","doi":"10.60692/js8zk-0k983","title":"International Multicenter Validation of GES Score for HCC Risk Stratification in Chronic Hepatitis C Patients","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Hepatocellular carcinoma; Hepatitis C virus; Chronic hepatitis; Risk stratification; Framingham Risk Score; Hepatitis C; Cohort study","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":[0.01113806,0.0008845094,0.0005646507,0.001644086,0.0004396707,0.0007556853,0.0005497442,0.0006100694,0.001123365],"category_scores_gemma":[0.01276528,0.0001595482,0.0008320787,0.001057077,0.0005244731,0.0005397309,0.001403311,0.0004714226,0.0004127643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004071842,"about_ca_system_score_gemma":0.0008098662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151815,"about_ca_topic_score_gemma":0.001525616,"domain_scores_codex":[0.9966202,0.001932768,0.0002790043,0.0004125875,0.0005373038,0.0002181775],"domain_scores_gemma":[0.9939603,0.001643171,0.001383213,0.0007654962,0.001632173,0.0006157082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001030052,0.00009490773,0.9883462,0.0000242924,0.0002092867,0.0000240411,0.00007362759,0.0007704176,0.0002296571,0.00009408189,0.0006149029,0.00848853],"study_design_scores_gemma":[0.0002668244,0.0009167328,0.9858986,0.00004609308,0.0002463018,0.0002371014,0.0001763175,0.009726127,0.0004967991,0.0002844576,0.001684083,0.00002063719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928727,0.0005679898,0.002399354,0.0001258287,0.00005303719,0.0002527986,0.001245692,0.00004280477,0.002439917],"genre_scores_gemma":[0.9957663,0.0000793181,0.00184295,0.00003400204,0.00002528442,0.0001311339,0.001894794,0.000009109919,0.0002170523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01113806,"threshold_uncertainty_score":0.05890435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04904107177040234,"score_gpt":0.2878718706766969,"score_spread":0.2388307989062946,"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."}}