{"id":"W2893063523","doi":"10.1111/ajt.15127","title":"Organ donor management and delayed graft function in kidney transplant recipients: A multicenter retrospective cohort study","year":2018,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Centre Hospitalier Universitaire de Sherbrooke; Hôpital du Sacré-Cœur de Montréal; Hôpital Maisonneuve-Rosemont; Centre hospitalier universitaire de Québec; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Donation and Transplantation Research Program","keywords":"Medicine; Machine perfusion; Odds ratio; Incidence (geometry); Kidney transplantation; Perfusion; Confidence interval; Urology; Retrospective cohort study; Internal medicine; Transplantation; Cohort; Surgery; Liver transplantation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004189743,0.0001608231,0.0003553337,0.000496047,0.00006604584,0.00002275169,0.00005808243,0.00003425004,0.00007516376],"category_scores_gemma":[0.00001140807,0.0001398397,0.00005683471,0.0004634745,0.0001290463,0.0002544454,0.000002523317,0.0002002715,0.000008020652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001276938,"about_ca_system_score_gemma":0.000039275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001214801,"about_ca_topic_score_gemma":0.0002137798,"domain_scores_codex":[0.9984614,0.0001200061,0.000568397,0.0002369317,0.0004415619,0.0001717599],"domain_scores_gemma":[0.9991756,0.0000359255,0.0002817349,0.0001013487,0.0002340961,0.0001712605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007231289,0.0005102973,0.9800937,0.00005676608,0.0004061332,0.0002190058,0.006792273,0.000002807068,0.001133905,0.00003209243,0.0000195896,0.003502117],"study_design_scores_gemma":[0.007793481,0.00415243,0.9837811,0.0003389944,0.001169208,0.0003368297,0.001471897,0.00007940982,0.0006939101,0.0000251523,0.00002998026,0.0001276136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899728,0.00001452316,0.008397689,0.0002958893,0.0002726706,0.0006578567,0.00002716922,0.00001983686,0.0003415609],"genre_scores_gemma":[0.9975064,0.0006874893,0.001175916,0.000398378,0.00009851015,0.00001089919,0.00006013464,0.00002155729,0.00004066083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007533651,"threshold_uncertainty_score":0.5702499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005674288359210822,"score_gpt":0.2504955947128428,"score_spread":0.2448213063536319,"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."}}