{"id":"W3017098113","doi":"10.1177/2054358120908677","title":"Mortality and Morbidity in Kidney Transplant Recipients With a Failing Graft: A Matched Cohort Study","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hazard ratio; Kidney disease; Internal medicine; Kidney transplantation; Retrospective cohort study; Cohort; Immunosuppression; Rate ratio; Renal function; Transplantation; Cohort study; Nephrology; Risk factor; Surgery; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001067778,0.0003773146,0.0004460087,0.0008424015,0.0006844772,0.0006657756,0.0004797536,0.0005530445,0.001321613],"category_scores_gemma":[0.002047939,0.0004637842,0.0006037042,0.0009135263,0.0003878215,0.0004584967,0.0004781181,0.0005311711,0.0001785716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006440397,"about_ca_system_score_gemma":0.0006540826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02313408,"about_ca_topic_score_gemma":0.02062996,"domain_scores_codex":[0.99924,0.0001646811,0.00006128653,0.0002203181,0.0001499323,0.0001637665],"domain_scores_gemma":[0.9987931,0.0001544959,0.0003545364,0.0002157843,0.000134526,0.0003474147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003362547,0.0000984455,0.9984307,0.000005180596,0.0001275064,0.0001386097,0.00006571883,0.00003296697,0.0002002526,0.0000194515,0.00008076904,0.0004640583],"study_design_scores_gemma":[0.000065543,0.0003849059,0.9982735,0.000006675964,0.0001110662,0.0003672437,0.0001869775,0.00032296,0.00006790721,0.00002759947,0.0001783684,0.00000724041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995493,0.0000696791,0.00007425582,0.00001288882,0.000005371599,0.00001465227,0.0001684411,0.000001330416,0.0001040631],"genre_scores_gemma":[0.9995757,0.0000501535,0.00005827904,0.00001680372,0.00000802117,0.000008364547,0.0002201814,8.517204e-7,0.00006176563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02313408,"threshold_uncertainty_score":0.04599887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04425024653605487,"score_gpt":0.3154049863640037,"score_spread":0.2711547398279489,"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."}}