{"id":"W4397040571","doi":"10.1681/asn.20233411s11160a","title":"Impact of Donation After Circulatory Death on Outcomes of Expanded Criteria Donor Kidney Transplants","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Donation; Medicine; Organ donation; Kidney donation; Intensive care medicine; Circulatory system; Kidney; Kidney transplantation; Internal medicine; Transplantation; Political science","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":[0.001903588,0.0001753413,0.0002211643,0.0006616158,0.0002643381,0.0007752702,0.0002210511,0.0001947147,0.001541966],"category_scores_gemma":[0.006497805,0.00005716219,0.0003467608,0.0006045563,0.0004209591,0.0004443226,0.0007057414,0.000589889,0.0001167363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004744057,"about_ca_system_score_gemma":0.0004770235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009275476,"about_ca_topic_score_gemma":0.00143796,"domain_scores_codex":[0.9988568,0.0003577613,0.0001341348,0.0001255272,0.0002969953,0.0002289242],"domain_scores_gemma":[0.9921903,0.001973641,0.003805295,0.0002583647,0.0006687081,0.001103638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001905595,0.00002245775,0.9953396,0.00001971653,0.00005213806,0.00008403585,0.00003543159,0.0001163318,0.00009476858,0.00003309426,0.00008455444,0.003927204],"study_design_scores_gemma":[0.000003516912,0.0001045274,0.9988686,0.00002264475,0.00003613286,0.0003622362,0.00008808041,0.0001326308,0.0001141993,0.00007945528,0.0001844421,0.00000348391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981601,0.0008283658,0.00007823014,0.00008885661,0.00001225938,0.000002786926,0.0001370061,0.000002345867,0.0006899669],"genre_scores_gemma":[0.9996842,0.0001100831,0.0000226546,0.00001530786,0.00001388311,0.000001420134,0.000104397,0.000001001984,0.00004702543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001903588,"threshold_uncertainty_score":0.01006728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414253083443317,"score_gpt":0.3422904626022056,"score_spread":0.3181479317677725,"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."}}