{"id":"W4385464353","doi":"10.14740/jocmr4951","title":"Protein Induced by Vitamin K Absence or Antagonist-II Versus Alpha-Fetoprotein in the Diagnosis of Hepatocellular Carcinoma: A Systematic Review With Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Medicine Research","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Meta-analysis; Alpha-fetoprotein; Alpha (finance); Antagonist; Vitamin K antagonist; Internal medicine; Gastroenterology; Surgery; Receptor","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01218321,0.002534261,0.019072,0.006588942,0.0007159165,0.003024493,0.002116888,0.002156383,0.003147487],"category_scores_gemma":[0.03302611,0.001390577,0.03695063,0.007971608,0.0007124362,0.001514222,0.001528685,0.001506482,0.0003029454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002686541,"about_ca_system_score_gemma":0.003776269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008589249,"about_ca_topic_score_gemma":0.0157834,"domain_scores_codex":[0.9905148,0.004266419,0.002851289,0.001107893,0.0009235397,0.0003362435],"domain_scores_gemma":[0.9744244,0.01945449,0.003615865,0.0005932943,0.001656258,0.000255814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001966528,0.00002049872,0.006768786,0.4231567,0.558719,0.0001430391,0.00007382985,0.0004676566,0.0002278731,0.00009410995,0.0004518838,0.00790988],"study_design_scores_gemma":[0.0003332988,0.000126622,0.003555131,0.0213782,0.9733409,0.00007887775,0.00002802315,0.0001489602,0.00006920718,0.0000976094,0.0008266735,0.00001648615],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004700435,0.9937168,0.0004023927,0.0001589855,0.00009718754,0.0001972334,0.0005379223,0.00001861834,0.0001705154],"genre_scores_gemma":[0.1884097,0.8055465,0.002063183,0.000937862,0.0003310996,0.001165671,0.001218913,0.00003271032,0.0002943162],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.019072,"threshold_uncertainty_score":0.06443173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6580852291924247,"score_gpt":0.5288546628188927,"score_spread":0.129230566373532,"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."}}