{"id":"W4323350973","doi":"10.1093/jcag/gwac036.248","title":"A248 OUTCOMES OF COVID-19 ILLNESS AND ACCESS TO APPROPRIATE TREATMENT IN LIVER TRANSPLANT RECIPIENTS IN BRITISH COLUMBIA THROUGHOUT THE PANDEMIC","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Tocilizumab; Coronavirus disease 2019 (COVID-19); Immunosuppression; Emergency medicine; Liver transplantation; Retrospective cohort study; Pandemic; Intensive care medicine; Transplantation; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003577946,0.0002104277,0.0002007753,0.0007409836,0.001568845,0.001085683,0.00079924,0.0003863075,0.003096818],"category_scores_gemma":[0.00183753,0.0001782276,0.0001587935,0.001664561,0.0005615614,0.0003041101,0.001127079,0.00076139,0.0002775754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01123193,"about_ca_system_score_gemma":0.01016884,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9295519,"about_ca_topic_score_gemma":0.9554449,"domain_scores_codex":[0.9993135,0.00008432366,0.00005218527,0.00008677499,0.0001221922,0.0003409883],"domain_scores_gemma":[0.9968979,0.0001665269,0.0007591013,0.00007910606,0.0008532056,0.001244183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008184319,0.00005997354,0.9935409,0.00002218348,0.00001778658,0.000228756,0.0005575113,0.00008647439,0.000162953,0.00003663211,0.001486712,0.003718168],"study_design_scores_gemma":[0.000009548215,0.00003932687,0.9958222,0.00004087095,0.000008513846,0.0001349957,0.002826773,0.000193995,0.00005643101,0.00001769925,0.0008404352,0.000009108137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961213,0.0002550982,0.00002886117,0.0003250522,0.0000079471,0.00002744095,0.001325349,0.000004555834,0.001904304],"genre_scores_gemma":[0.9980488,0.000189473,0.00004076802,0.0001965451,0.00000439117,0.00001720815,0.0007598563,0.000002602809,0.0007403338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0704481,"threshold_uncertainty_score":0.1417259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04787275641332696,"score_gpt":0.383086655680611,"score_spread":0.335213899267284,"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."}}