{"id":"W4214852050","doi":"10.1111/ctr.14628","title":"Does prolonged cold ischemia affect outcomes in donation after cardiac death donor kidney transplants?","year":2022,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Kidney; Dialysis; Urology; Ischemia; Kidney transplantation; Retrospective cohort study; Single Center; Surgery; Internal medicine","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":[0.001082462,0.0002928123,0.0007244383,0.0002540759,0.000144928,0.00002321178,0.000152641,0.0002087781,0.0005126115],"category_scores_gemma":[0.00006174915,0.000209841,0.0004278639,0.0003016475,0.00007342258,0.0001867684,0.00001232452,0.0007422898,0.00002135377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237566,"about_ca_system_score_gemma":0.0001660303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005811731,"about_ca_topic_score_gemma":0.0000455016,"domain_scores_codex":[0.9972078,0.0003042283,0.0009921247,0.0005868585,0.0005473622,0.0003616554],"domain_scores_gemma":[0.9987314,0.0005132763,0.0001543612,0.0002994847,0.00005317907,0.0002482423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002693899,0.0004559538,0.9921728,0.0008827742,0.000110361,0.0003181043,0.0006399945,0.000006441959,0.001815232,0.0003254984,0.0001334693,0.0004454806],"study_design_scores_gemma":[0.005931304,0.0006149588,0.9706537,0.0001702877,0.0007244527,0.00003497641,0.00007562751,0.00005652707,0.01895441,0.0002277159,0.002169324,0.0003867564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916677,0.00007349246,0.001078323,0.002520824,0.0009010941,0.001665842,0.001200311,0.0002695304,0.0006228355],"genre_scores_gemma":[0.9908648,0.002286164,0.001729599,0.002418292,0.0001265824,0.0006759503,0.001070705,0.00005121148,0.0007766717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02151913,"threshold_uncertainty_score":0.8557069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02468516344236269,"score_gpt":0.3428417798532128,"score_spread":0.3181566164108501,"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."}}