{"id":"W4247599480","doi":"10.1093/jcag/gwab002.221","title":"A223 FRAILTY INCREASES THE RISK OF CIRRHOSIS DISEASE PROGRESSION, DEATH, AND HOSPITALIZATION IN CIRRHOSIS","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Orthopaedic Innovation Centre; University of Alberta","funders":"","keywords":"Cirrhosis; Medicine; Internal medicine; Liver transplantation; Model for End-Stage Liver Disease; Liver disease; Gastroenterology; Transplantation","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":[0.0007046601,0.0001746006,0.0002779363,0.000674347,0.0003333808,0.0004721732,0.000191077,0.0002709337,0.002043994],"category_scores_gemma":[0.002664838,0.0001486252,0.0005201909,0.0007098195,0.0002562797,0.0002662557,0.0004772603,0.0005478465,0.0001305198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002523678,"about_ca_system_score_gemma":0.0003247484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002952378,"about_ca_topic_score_gemma":0.003513374,"domain_scores_codex":[0.9995839,0.0001576363,0.00004379236,0.00006384658,0.00006472208,0.00008601285],"domain_scores_gemma":[0.9972607,0.0006622358,0.001292786,0.000134621,0.0001744444,0.0004752575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009262955,0.00000646594,0.9984888,0.00000794032,0.00002909491,0.00006133496,0.00001212276,0.00004552558,0.000062345,0.000009354369,0.000043386,0.001141087],"study_design_scores_gemma":[0.000002464647,0.00005789619,0.9990314,0.000009569892,0.00002516274,0.0003775621,0.00003739007,0.0003011446,0.00003693554,0.00003466764,0.00008348548,0.0000023588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987173,0.0007254889,0.00008658141,0.00008743024,0.000006391506,0.000002758438,0.0001464622,0.000002295452,0.000225425],"genre_scores_gemma":[0.9996951,0.0001205393,0.00003458783,0.0000135144,0.00001092238,0.000001183648,0.00008348845,5.765646e-7,0.00004008013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002952378,"threshold_uncertainty_score":0.006837845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007367143208582456,"score_gpt":0.2364344917691288,"score_spread":0.2290673485605463,"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."}}