{"id":"W2472888185","doi":"10.1097/md.0000000000004087","title":"Preoperative γ-glutamyl transpeptidase to platelet ratio (GPR) is an independent prognostic factor for HBV-related hepatocellular carcinoma after curative hepatic resection","year":2016,"lang":"en","type":"article","venue":"Medicine","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University; National Natural Science Foundation of China","keywords":"Medicine; Hepatocellular carcinoma; Internal medicine; Gastroenterology; Cirrhosis; Risk factor; Hepatectomy; Multivariate analysis; Hepatitis B; Retrospective cohort study; Surgery; Resection","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000395881,0.0002202917,0.0002472562,0.0004743566,0.0002071694,0.0002753022,0.0001748825,0.0002871444,0.0008428362],"category_scores_gemma":[0.001731522,0.0001454635,0.0002434521,0.0004529279,0.0002656724,0.0003051854,0.000260306,0.0003563905,0.0001753317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001465911,"about_ca_system_score_gemma":0.0002659122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008194205,"about_ca_topic_score_gemma":0.0008733339,"domain_scores_codex":[0.9997838,0.00005847079,0.00003551255,0.00002621302,0.00006113268,0.00003481628],"domain_scores_gemma":[0.9989353,0.000327762,0.0004374785,0.00005361354,0.00007096655,0.0001749106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001723704,0.00001051881,0.9973788,0.000009011051,0.00001992272,0.0001612435,0.00001100049,0.00003111679,0.0003314876,0.000005244457,0.00003212865,0.001837183],"study_design_scores_gemma":[0.000004786771,0.0001104961,0.9981214,0.000003465577,0.00002838367,0.001239419,0.00004336019,0.0001934855,0.0001436845,0.00001936096,0.0000895603,0.000002542109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986481,0.001002785,0.0001008513,0.0000385196,0.000004965251,0.000003152454,0.00004918746,0.000004420539,0.0001479473],"genre_scores_gemma":[0.9995911,0.0001919309,0.00005410789,0.000006772512,0.00001146653,0.000002203411,0.0000957638,7.562669e-7,0.00004604491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008428362,"threshold_uncertainty_score":0.002819598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05426006901975613,"score_gpt":0.2782429810957855,"score_spread":0.2239829120760294,"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."}}