{"id":"W2792061163","doi":"10.1111/tri.13146","title":"Renal resistance thresholds during hypothermic machine perfusion and transplantation outcomes - a retrospective cohort study","year":2018,"lang":"en","type":"article","venue":"Transplant International","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Machine perfusion; Hazard ratio; Confidence interval; Relative risk; Retrospective cohort study; Proportional hazards model; Internal medicine; Kidney transplantation; Transplantation; Cohort; Surgery; Liver transplantation","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":[0.000160339,0.00024072,0.0003358394,0.0001863372,0.0001818359,0.00003758829,0.0001040393,0.00006637617,0.0005111272],"category_scores_gemma":[0.000006530462,0.0001871178,0.00009532519,0.0001039527,0.00009214735,0.0001634061,0.000007197328,0.0001559093,0.00003203369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010863,"about_ca_system_score_gemma":0.00002404201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001499949,"about_ca_topic_score_gemma":0.0007041474,"domain_scores_codex":[0.9983456,0.00004118295,0.0003574726,0.0004433083,0.000611068,0.000201346],"domain_scores_gemma":[0.9994654,0.00004723582,0.00008439235,0.0001718578,0.0001242645,0.0001068471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002264905,0.0003639105,0.9901764,0.00006735458,0.0005453377,0.0004094958,0.001708928,0.000001548109,0.00411494,0.0002240157,0.000005142255,0.0001180227],"study_design_scores_gemma":[0.006221162,0.0003126474,0.9894918,0.0002864545,0.0004388543,0.0004795257,0.00003812689,0.00008211821,0.002362958,0.00007942475,0.00003346554,0.0001734172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909897,0.00005450617,0.0004627715,0.0004051364,0.0002439499,0.0007532637,0.0003515728,0.00008854864,0.006650588],"genre_scores_gemma":[0.9954585,0.0004590265,0.0004618897,0.0001217313,0.00011727,0.00004962114,0.0002648765,0.00002836158,0.003038754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004468807,"threshold_uncertainty_score":0.7630442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255367190570358,"score_gpt":0.284242258275573,"score_spread":0.2716885863698695,"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."}}