{"id":"W4200577811","doi":"10.14740/gr1473","title":"Declining Inpatient Mortality Despite Increasing Thirty-Day Readmissions of Alcoholic Hepatitis in the United States From 2010 to 2018","year":2021,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Comorbidity; Demography; Odds; Population; Emergency medicine; Retrospective cohort study; Multivariate analysis; Pediatrics; Logistic regression; Internal medicine; Environmental health","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":[0.004155322,0.0001327858,0.000394908,0.0005359122,0.0001769456,0.00002000494,0.000211064,0.0001277964,0.000397434],"category_scores_gemma":[0.002636282,0.0001018643,0.00006507778,0.0007420078,0.000257711,0.00004525129,0.0002412264,0.0009548338,0.00005277575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132305,"about_ca_system_score_gemma":0.0002844823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01297378,"about_ca_topic_score_gemma":0.005298717,"domain_scores_codex":[0.9940993,0.00367947,0.0005400984,0.0003864644,0.0006102321,0.0006844613],"domain_scores_gemma":[0.9968696,0.001573917,0.00009207021,0.0006239009,0.0004840946,0.0003564488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007144584,0.0002826102,0.988729,0.00006137277,0.00004836038,0.0001974252,0.002724978,0.00002396645,0.002129673,0.00001363766,0.004708808,0.0003656911],"study_design_scores_gemma":[0.00129292,0.0007175885,0.9944324,0.0002757492,0.00002863913,0.00004582247,0.0005743905,0.000633946,0.0003471725,0.00007793496,0.001529692,0.00004377991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875699,0.0002001904,0.0001768597,0.01114114,0.0001443659,0.0006200943,0.00005735379,0.00001855325,0.00007148588],"genre_scores_gemma":[0.987523,0.0004863404,0.0007360773,0.01067554,0.00007165343,0.00008142565,0.0003600239,0.00001651378,0.0000494819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007675058,"threshold_uncertainty_score":0.9935989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2554734451811319,"score_gpt":0.4754819858975664,"score_spread":0.2200085407164344,"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."}}