{"id":"W2064840315","doi":"10.1016/j.transproceed.2012.07.114","title":"Impact of Expanded-Criteria Donors on Patient Survival After Heart, Lung, Liver and Combined Organ Transplantation","year":2012,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Transplantation; Liver transplantation; Lung; Lung transplantation; United Network for Organ Sharing; Organ transplantation; Univariate analysis; Organ donation; Internal medicine; Surgery; Creatinine; Heart transplantation; Multivariate analysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000310531,0.0002967395,0.0004501618,0.0002500215,0.00008267446,0.00002955937,0.00004784823,0.0001396854,0.0002912183],"category_scores_gemma":[0.0000127405,0.0002396193,0.0001625261,0.000223847,0.00008046509,0.0005010701,0.000003657581,0.0001793177,0.000009706734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005222275,"about_ca_system_score_gemma":0.00003933952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001034869,"about_ca_topic_score_gemma":0.000007008161,"domain_scores_codex":[0.9984,0.00004336845,0.0004882593,0.0002844452,0.00038682,0.000397063],"domain_scores_gemma":[0.9992256,0.000129005,0.0001338713,0.00008995816,0.0001577751,0.0002638284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008631261,0.0003526654,0.9253774,0.001978957,0.0001559927,0.00002155156,0.02271819,0.000001942424,0.03901238,0.0006089357,0.00006178509,0.001078908],"study_design_scores_gemma":[0.003602948,0.001110153,0.9573407,0.0003715282,0.0006096466,0.0003206132,0.0002445295,0.0000481173,0.03604791,0.00002972708,0.00002300422,0.0002511371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971749,0.0001791401,0.0007772649,0.0001267747,0.0001934673,0.0006070727,0.0001504848,0.00008349287,0.0007074043],"genre_scores_gemma":[0.9946426,0.001307219,0.003473406,0.0001947827,0.00009002809,0.00004787901,0.0001623416,0.0000413629,0.00004037542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03196326,"threshold_uncertainty_score":0.9771392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907951807328636,"score_gpt":0.3206855955591859,"score_spread":0.3016060774858996,"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."}}