{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001237379,0.0002998464,0.0005019399,0.0006631511,0.0004390303,0.0008610614,0.000389212,0.0005320723,0.0008581639],"category_scores_gemma":[0.002491863,0.0004958886,0.0007975514,0.001078423,0.000324977,0.0006706419,0.0005144199,0.0008448223,0.0001759352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003045053,"about_ca_system_score_gemma":0.0004686648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003154621,"about_ca_topic_score_gemma":0.002958219,"domain_scores_codex":[0.9990867,0.0001952806,0.0001095817,0.0003409787,0.0001402571,0.0001271152],"domain_scores_gemma":[0.9980109,0.0002982398,0.0008809258,0.0003881972,0.0001591151,0.0002627242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001369127,0.00002176924,0.9990686,0.000004764729,0.00006940602,0.00007523864,0.0000435877,0.0000325034,0.0001484091,0.00001477383,0.00003110338,0.0003530273],"study_design_scores_gemma":[0.00001441053,0.0002510991,0.9983186,0.000005898603,0.00008898292,0.0006216113,0.0001575418,0.0002697512,0.00007470416,0.00003621367,0.0001524734,0.000008756457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999351,0.0001528835,0.0001426135,0.00001138258,0.000003493886,0.000008604527,0.0002094399,0.000002200265,0.0001184635],"genre_scores_gemma":[0.999534,0.00007545805,0.00006986208,0.00001362726,0.000008433386,0.00001113339,0.0002460837,0.000002260368,0.00003911111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003154621,"threshold_uncertainty_score":0.006543934,"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."}}