{"id":"W4212806715","doi":"10.1093/jcag/gwab049.225","title":"A226 SEX-BASED DISPARITY COMPLICATIONS FOLLOWING LIVER TRANSPLANTATION","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Transplantation; Liver transplantation; Population; Coronary artery disease; Internal medicine; Liver disease; Creatinine; Surgery; Pediatrics","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":[0.0004949678,0.0001383459,0.0002186532,0.0005764252,0.0004000461,0.0008066779,0.000359474,0.0002498173,0.003229722],"category_scores_gemma":[0.001639136,0.0001033794,0.0004017988,0.0009188382,0.0002531202,0.0003092996,0.0004833731,0.0004759777,0.0001829747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005212322,"about_ca_system_score_gemma":0.0006387368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01891452,"about_ca_topic_score_gemma":0.02330812,"domain_scores_codex":[0.9994515,0.0001050371,0.00004700264,0.0001070748,0.0001027426,0.0001866268],"domain_scores_gemma":[0.9988398,0.000190219,0.0005959178,0.0000629427,0.0001095447,0.0002015798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004589857,0.00001086695,0.9987792,0.000004798301,0.00002452373,0.00003657298,0.00005569863,0.000009884397,0.00002899979,0.00003127108,0.00008333492,0.0008888706],"study_design_scores_gemma":[0.000001899586,0.00002330372,0.9994863,0.000006583078,0.00001050438,0.00009716432,0.0001689316,0.00005234174,0.00001425803,0.00003373064,0.0001032607,0.000001601678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981725,0.0005687661,0.00005608159,0.0001044064,0.000009953267,0.000005562746,0.0003747338,0.000001516746,0.0007063318],"genre_scores_gemma":[0.9996914,0.0000487681,0.0000146496,0.00002892177,0.000007576954,0.00000184681,0.0001196334,7.832774e-7,0.00008640739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01891452,"threshold_uncertainty_score":0.03760886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395923401558467,"score_gpt":0.2526710693432541,"score_spread":0.2387118353276695,"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."}}