{"id":"W2977349839","doi":"10.1093/jcag/gwy009.185","title":"A185 ASSOCIATION BETWEEN SHORT-TERM HOSPITAL READMISSION AND OVERALL SURVIVAL IN PATIENTS WITH CIRRHOSIS: A POPULATION-BASED STUDY","year":2018,"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":"Institute for Clinical Evaluative Sciences; Queen's University","funders":"","keywords":"Medicine; Proportional hazards model; Hazard ratio; Confounding; Cirrhosis; Retrospective cohort study; Population; Internal medicine; Survival analysis; Cohort; Emergency medicine; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009219896,0.0002635934,0.0004451597,0.0007981034,0.0005100539,0.000793184,0.0004575425,0.0005160118,0.001143363],"category_scores_gemma":[0.003078882,0.0003313911,0.0006750507,0.001412831,0.0003386564,0.0006063724,0.0005544467,0.0006893842,0.0001864239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006652736,"about_ca_system_score_gemma":0.0007430766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01579502,"about_ca_topic_score_gemma":0.02676526,"domain_scores_codex":[0.99931,0.0001488979,0.0001112305,0.0001503009,0.0001258114,0.000153702],"domain_scores_gemma":[0.9974254,0.0003830649,0.001200567,0.0002314178,0.0003275275,0.0004320017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007104435,0.00001531925,0.9994584,0.000008008618,0.00004430187,0.00002491065,0.00003416201,0.000008365894,0.00004197265,0.000004321451,0.00003509656,0.0002541483],"study_design_scores_gemma":[0.000005690245,0.00007172022,0.9995321,0.00000606793,0.00003060302,0.00009063078,0.0001010234,0.00007149486,0.000009079269,0.000008063555,0.00007040684,0.000003097488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991726,0.0002832645,0.00004831995,0.00003593558,0.000005421613,0.000007453239,0.0003009047,0.000001824103,0.0001441246],"genre_scores_gemma":[0.9995089,0.00009215012,0.00003051461,0.00002511671,0.00001038864,0.000005888854,0.0002846445,9.104978e-7,0.00004161537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01579502,"threshold_uncertainty_score":0.03140616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006426426137491059,"score_gpt":0.2255565269452247,"score_spread":0.2191301008077337,"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."}}