{"id":"W2895581874","doi":"10.14740/gr1074w","title":"Missed Diagnosis of Liver Cirrhosis Leads to Disparities in Care for Older Patients","year":2018,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cirrhosis; Medicine; Hepatocellular carcinoma; Internal medicine; Gastroenterology; Liver disease; Etiology; Disease; Population; Stage (stratigraphy); Chronic 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001765811,0.00007535509,0.0001994724,0.0003325835,0.00005538882,0.000006504371,0.00009679897,0.00006006748,0.00008051961],"category_scores_gemma":[0.00004491815,0.00006964969,0.00005472979,0.0001401731,0.0001789675,0.00004701837,0.00003640272,0.0001113289,0.00002298695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005131713,"about_ca_system_score_gemma":0.0000372319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003241667,"about_ca_topic_score_gemma":0.0006043358,"domain_scores_codex":[0.9988341,0.0001100611,0.0001774833,0.00022774,0.0002421304,0.0004085381],"domain_scores_gemma":[0.9989778,0.0001211716,0.00001958527,0.0001607799,0.000592618,0.0001280567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002977211,0.0002799392,0.9919043,0.0004392672,0.0000494294,0.000008019551,0.002306019,4.192284e-7,0.0002295192,0.0000136071,0.001199048,0.0005932716],"study_design_scores_gemma":[0.00290299,0.002403335,0.9896504,0.0001751498,0.000062395,0.000001096546,0.0002129486,0.0000118268,0.004463335,0.00001146088,0.00007460162,0.00003050022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998001,0.00007028463,0.0000722636,0.0007137745,0.00005233445,0.0009006484,0.0001113378,0.00000799374,0.00007034533],"genre_scores_gemma":[0.9986181,0.00005271871,0.0002312153,0.0004839,0.00006760057,0.00037765,0.0001189522,0.00001257568,0.00003728109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004233816,"threshold_uncertainty_score":0.2840232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04770797513459041,"score_gpt":0.3577947476827333,"score_spread":0.3100867725481429,"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."}}