{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007507936,0.0002481844,0.0002662511,0.0007220209,0.0002755086,0.0003875456,0.0002354093,0.0002650799,0.001605466],"category_scores_gemma":[0.003180496,0.0001223898,0.0003065466,0.0005127442,0.0001805193,0.0002535344,0.0003429529,0.0003122304,0.0001920168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003818434,"about_ca_system_score_gemma":0.0002846702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005793044,"about_ca_topic_score_gemma":0.00853595,"domain_scores_codex":[0.9996015,0.0001661354,0.00003898223,0.00005400751,0.00007454622,0.00006481198],"domain_scores_gemma":[0.998067,0.000446587,0.0008897649,0.00007542214,0.0002296704,0.0002916454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009949382,0.000008959782,0.9986839,0.000006492689,0.00001717577,0.00003324242,0.000009723322,0.0000442582,0.00005427698,0.000004951621,0.00006577031,0.0009717923],"study_design_scores_gemma":[0.000006316191,0.00008453945,0.9993621,0.000004793159,0.00001639819,0.0001523554,0.0000445061,0.0002170055,0.00002447519,0.00001377734,0.00007140019,0.000002388433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983358,0.0008338006,0.0001025442,0.0001228344,0.00000892837,0.000006859343,0.0002103164,0.00000641929,0.0003724793],"genre_scores_gemma":[0.9996269,0.00008587426,0.00004476708,0.000008992608,0.000006945404,0.000002397509,0.0001591306,8.589432e-7,0.00006419582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005793044,"threshold_uncertainty_score":0.01151866,"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."}}