{"id":"W4235761995","doi":"10.1002/hep.27428","title":"Hepatology highlights","year":2014,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hepatology; Vitamin D and neurology; Medicine; Fibrosis; Hepatocellular carcinoma; Hepatitis C virus; Immunology; Internal medicine; Immune system; Hematology; Hepatitis C; Cytokine; Virus","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001137109,0.0008452957,0.0008296805,0.001443695,0.0008827371,0.003873731,0.001134865,0.00283992,0.3710202],"category_scores_gemma":[0.003732238,0.000340074,0.0008706879,0.001022181,0.0004713325,0.002060224,0.001889649,0.002725833,0.2150624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001414251,"about_ca_system_score_gemma":0.0023781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175051,"about_ca_topic_score_gemma":0.001730809,"domain_scores_codex":[0.9989531,0.0002038816,0.00009308903,0.000182104,0.000394279,0.000173439],"domain_scores_gemma":[0.9974495,0.0002432122,0.0001701216,0.0002293671,0.001014756,0.0008930992],"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":[0.0000729941,0.00002333512,0.0003763558,0.0004195349,0.00001668443,0.0003418068,0.0000269866,0.0000317692,0.0003115016,0.002793605,0.8591029,0.1364824],"study_design_scores_gemma":[0.00002028018,0.00001740359,0.0004048623,0.00025025,0.000008148269,0.0005706739,0.00003103082,0.00002226696,0.00008444903,0.001064215,0.9975213,0.0000050214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00277207,0.0754968,0.004758291,0.1322562,0.1822421,0.0004633873,0.00739924,0.003421813,0.5911901],"genre_scores_gemma":[0.02099124,0.0716338,0.004109466,0.067992,0.1406845,0.0003978697,0.014596,0.001333278,0.6782619],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3710202,"threshold_uncertainty_score":0.8971633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0226343128618733,"score_gpt":0.3142045220547839,"score_spread":0.2915702091929107,"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."}}