{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004127389,0.0006196488,0.0009111147,0.0004439096,0.000205007,0.00003210753,0.000166264,0.0003090372,0.002683998],"category_scores_gemma":[0.0003512418,0.0003746791,0.0002300181,0.000516496,0.0001963039,0.0003800773,0.00003253672,0.0002639499,0.0001812665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003619744,"about_ca_system_score_gemma":0.000215068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001282909,"about_ca_topic_score_gemma":0.0001112839,"domain_scores_codex":[0.9964227,0.00024559,0.0008658291,0.001020486,0.000738006,0.0007073786],"domain_scores_gemma":[0.9975571,0.0003128876,0.000164887,0.0006273512,0.0005342856,0.0008034739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003338985,0.0004824353,0.9045726,0.0002417902,0.0004048296,0.0006324091,0.01757499,3.059739e-7,0.06193486,0.00007672146,0.0006556396,0.01008441],"study_design_scores_gemma":[0.03204699,0.04542109,0.5300431,0.003084506,0.001987999,0.0003170464,0.001268989,0.008239691,0.3689527,0.0007484152,0.006244713,0.00164474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703441,0.0005853786,0.008273166,0.01330537,0.0003210736,0.00659453,0.0002728271,0.0001643374,0.0001392295],"genre_scores_gemma":[0.993371,0.00004400593,0.0004763805,0.0008833424,0.0004157786,0.001981243,0.0002387378,0.0001102237,0.002479279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3745295,"threshold_uncertainty_score":0.9998705,"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."}}