{"id":"W4283066555","doi":"10.3390/curroncol29060346","title":"Outcomes of Geriatric Patients with Hepatocellular Carcinoma","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chang Gung Memorial Hospital, Linkou","keywords":"Medicine; Hepatocellular carcinoma; Internal medicine; Cirrhosis; Propensity score matching; Diabetes mellitus; Retrospective cohort study; Medical record; Incidence (geometry); Cohort; Liver disease","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":[0.0003871492,0.0001878757,0.0002873388,0.0005975594,0.0002936104,0.0003212004,0.0001547787,0.0001804769,0.0006083185],"category_scores_gemma":[0.001514279,0.00008841929,0.0002917142,0.000783968,0.0001945126,0.0002832156,0.0003701423,0.0002598636,0.00007214687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004138079,"about_ca_system_score_gemma":0.0003599891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003137949,"about_ca_topic_score_gemma":0.004018176,"domain_scores_codex":[0.9997705,0.00004584735,0.00003771077,0.00003758102,0.00005207989,0.00005640891],"domain_scores_gemma":[0.9989234,0.00006056303,0.0007146649,0.00003497886,0.00008607175,0.0001802923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005992806,0.00001139505,0.9983779,0.00001280337,0.00002978135,0.0001348757,0.00005073186,0.00003735297,0.00007915281,0.00001830736,0.0001109125,0.001076839],"study_design_scores_gemma":[0.000006013399,0.00006227751,0.9988642,0.00001168619,0.00002541943,0.0004654889,0.0001583627,0.0001118463,0.00002751803,0.00005210995,0.0002117782,0.000003252659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990113,0.0003748527,0.00003060169,0.00006374365,0.000007032162,0.00000541837,0.0002578326,0.000001528044,0.000247719],"genre_scores_gemma":[0.99946,0.0001433291,0.00001941833,0.00002859432,0.00001507513,0.000003844289,0.0003048938,3.620138e-7,0.0000244464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003137949,"threshold_uncertainty_score":0.006239355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0393673914358838,"score_gpt":0.3166646710948106,"score_spread":0.2772972796589268,"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."}}