{"id":"W2746451532","doi":"10.21037/hbsn.2017.07.06","title":"Implementing genetic screening for the management of hepatic disease","year":2017,"lang":"en","type":"letter","venue":"HepatoBiliary Surgery and Nutrition","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cancer Council Queensland; Cancer Council NSW","keywords":"Medicine; Cirrhosis; Hepatocellular carcinoma; Internal medicine; Fatty liver; Gastroenterology; Liver disease; Disease; Cancer; Incidence (geometry); Diabetes mellitus; Liver cancer; Asymptomatic","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":[0.0006873037,0.000450996,0.000476302,0.0004215407,0.001155573,0.0009046876,0.0008180396,0.008727359,0.00568863],"category_scores_gemma":[0.006200769,0.0001348295,0.0005147446,0.0002747859,0.0009665553,0.001680383,0.0009350433,0.01062316,0.0028638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470204,"about_ca_system_score_gemma":0.001093292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001472513,"about_ca_topic_score_gemma":0.002254952,"domain_scores_codex":[0.9993331,0.000244465,0.00006783772,0.0000784336,0.0001730966,0.0001031471],"domain_scores_gemma":[0.9986645,0.0006394656,0.0000936878,0.00006430483,0.0002467041,0.0002913609],"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":[0.0001057754,0.0004086122,0.01288316,0.000412738,0.00004364617,0.0487651,0.000391377,0.0003604398,0.001965647,0.008188287,0.7258691,0.2006062],"study_design_scores_gemma":[0.0001775365,0.0005418933,0.01212763,0.003827125,0.00009031051,0.1160832,0.001029613,0.002090857,0.001161927,0.0382307,0.8245569,0.00008222113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004225418,0.01654814,0.001673024,0.9488791,0.01309612,0.0000887291,0.00006628779,0.0001301556,0.01529298],"genre_scores_gemma":[0.06786659,0.0332744,0.004602288,0.8073287,0.07425488,0.0001350548,0.0001811042,0.00005415425,0.01230284],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008727359,"threshold_uncertainty_score":0.01903039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04205050391197837,"score_gpt":0.285087919571727,"score_spread":0.2430374156597486,"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."}}