{"id":"W2795695485","doi":"10.1111/liv.13748","title":"Metastasis in patients with hepatocellular carcinoma: Prevalence, determinants, prognostic impact and ability to improve the Barcelona Clinic Liver Cancer system","year":2018,"lang":"en","type":"article","venue":"Liver International","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Metastasis; Internal medicine; Akaike information criterion; Stage (stratigraphy); Cancer; Proportional hazards model; Liver cancer; Oncology; Survival analysis; Gastroenterology; Carcinoma; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003135551,0.0002477425,0.0002980544,0.0001471782,0.00009191258,0.00004859289,0.0001920641,0.00007460744,0.00050018],"category_scores_gemma":[0.00007144575,0.0001476943,0.0001051126,0.0001949667,0.0001647354,0.000148295,0.0001225305,0.0001552279,0.00008351149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003409006,"about_ca_system_score_gemma":0.0001340689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009388124,"about_ca_topic_score_gemma":0.000164022,"domain_scores_codex":[0.9982731,0.000110208,0.0003422039,0.0004995032,0.0004753701,0.0002996172],"domain_scores_gemma":[0.9988905,0.0001291152,0.0001147584,0.0003141435,0.0003716078,0.0001799225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007388095,0.0002418851,0.9922315,0.0001973172,0.0001531206,0.00009041249,0.0005170421,1.506649e-7,0.00003437939,0.00000975005,0.00008401604,0.005701601],"study_design_scores_gemma":[0.001884789,0.001281613,0.9890426,0.0002492981,0.0003300821,0.00001434343,0.00004170735,0.006135679,0.0007053361,0.000003412577,0.0001461125,0.0001650554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966529,0.0005814519,0.00002098307,0.0001271649,0.0002378467,0.001881212,0.0001960948,0.00002843267,0.0002739348],"genre_scores_gemma":[0.9987308,0.0000351054,0.0002696807,0.0001348538,0.0001855939,0.0002946645,0.00002981663,0.00002534169,0.0002941711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006135528,"threshold_uncertainty_score":0.6022797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928184046784473,"score_gpt":0.2735530065950451,"score_spread":0.2442711661272003,"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."}}