{"id":"W3133884435","doi":"10.1093/jcag/gwab002.088","title":"A90 A PROPENSITY SCORE-MATCHED, STATE-LEVEL COMPARISON OF INPATIENT CIRRHOSIS OUTCOMES IN ENGLISH VS NON-ENGLISH SPEAKING PATIENTS","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Propensity score matching; Medicine; Confounding; Cohort; Cirrhosis; Retrospective cohort study; Cohort study; Mortality rate; Diagnosis code; Internal medicine; Demography; Population","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":[0.001882396,0.0002123471,0.0003522896,0.0007571641,0.0003923596,0.0006464407,0.0002869096,0.0002627286,0.002957861],"category_scores_gemma":[0.004628356,0.0001976309,0.001269491,0.0007484954,0.0002724246,0.000436526,0.0005115504,0.0003294041,0.0002693707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003686139,"about_ca_system_score_gemma":0.0005680976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001565281,"about_ca_topic_score_gemma":0.001856764,"domain_scores_codex":[0.9984995,0.0005167256,0.0002400306,0.0003562709,0.0002043761,0.000182986],"domain_scores_gemma":[0.9981683,0.000467805,0.0007110009,0.0002829067,0.0002171277,0.000152776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005302608,0.0003085554,0.9819492,0.00006517117,0.00161991,0.0001088215,0.0001060863,0.0004770261,0.0008358522,0.0002928557,0.0008983152,0.00803571],"study_design_scores_gemma":[0.0004284784,0.001676269,0.9909884,0.00002478513,0.0007679547,0.000225546,0.0002466164,0.003668768,0.0004945004,0.0004411595,0.001021464,0.0000159355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99797,0.0001198664,0.000763472,0.0000472723,0.00002546169,0.00005035312,0.0005536127,0.0000059514,0.000463969],"genre_scores_gemma":[0.9990562,0.00002884556,0.0001703048,0.00003569143,0.00001287838,0.00004045801,0.0004966743,0.00000182476,0.0001572371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002957861,"threshold_uncertainty_score":0.009955168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03837362714116592,"score_gpt":0.2867241701344078,"score_spread":0.2483505429932419,"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."}}