{"id":"W2884951201","doi":"10.1097/01.tp.0000543259.99463.90","title":"Perioperative Hemoglobin and Delayed Graft Function in Kidney Transplant Recipients","year":2018,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Perioperative; Dialysis; Hemoglobin; Kidney transplant; Transplantation; Surgery; Kidney transplantation; Renal function; Retrospective cohort study; Urology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003452193,0.0004748989,0.002374932,0.002280891,0.000224272,0.001301942,0.0007863681,0.0007152812,0.002944981],"category_scores_gemma":[0.01879478,0.0003579782,0.003391926,0.002216531,0.0004520993,0.0008993843,0.0005341901,0.001521985,0.0001258553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009479563,"about_ca_system_score_gemma":0.001681093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0023521,"about_ca_topic_score_gemma":0.003391723,"domain_scores_codex":[0.9974567,0.001071803,0.0008458715,0.0001726708,0.0003728254,0.00008019536],"domain_scores_gemma":[0.9806472,0.01341803,0.005085771,0.0001482393,0.000492802,0.0002079444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.008371535,0.0002233883,0.03351809,0.5604289,0.03295361,0.0002947829,0.0002519952,0.0009747383,0.0002985861,0.001408097,0.008159232,0.353117],"study_design_scores_gemma":[0.01028805,0.004888073,0.174406,0.563763,0.1710981,0.003562559,0.0006291419,0.001177659,0.001442753,0.004214439,0.06431381,0.0002164872],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004238068,0.9948513,0.00005282839,0.0003164758,0.00007416367,0.00002638407,0.0001129025,0.000003579041,0.0003242847],"genre_scores_gemma":[0.1045074,0.893173,0.0004624103,0.0009146897,0.0004265692,0.0001417044,0.0002489922,0.000005152983,0.0001200335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003452193,"threshold_uncertainty_score":0.0182572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.011088495203154,"score_gpt":0.2582764114788699,"score_spread":0.2471879162757159,"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."}}