{"id":"W4404852820","doi":"10.36660/abc.20230858i","title":"Predictive Value of Cardiac Biomarkers on Delayed Graft Function in Renal Transplant Patients","year":2024,"lang":"pt","type":"article","venue":"Arquivos Brasileiros de Cardiologia","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Renal transplant; Predictive value; Renal function; Cardiology; Internal medicine; Value (mathematics); Cardiac function curve; Transplantation; Heart failure","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":[0.001370388,0.0003268069,0.0004843137,0.001168776,0.0002489354,0.001097782,0.0003698762,0.000509389,0.003029874],"category_scores_gemma":[0.004913652,0.00010515,0.0006034307,0.001100983,0.0003278696,0.0005204548,0.0004121021,0.0009319542,0.0002627253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003172002,"about_ca_system_score_gemma":0.0006784859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002637917,"about_ca_topic_score_gemma":0.002363056,"domain_scores_codex":[0.9994377,0.0001718714,0.000075744,0.00008409336,0.0001287637,0.0001017097],"domain_scores_gemma":[0.9976157,0.0007236634,0.0007760851,0.00008512364,0.0003619095,0.0004375491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003639231,0.00007405094,0.9843071,0.00009076753,0.0001523042,0.0000964447,0.00004477671,0.000206325,0.0001549065,0.0001656847,0.0006276048,0.01371607],"study_design_scores_gemma":[0.00004928496,0.0004214299,0.9919465,0.0002944502,0.0005155802,0.0008608868,0.0002806089,0.001603128,0.0003935675,0.000942237,0.002661409,0.00003087476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678596,0.02250999,0.0006944879,0.001906544,0.0002825072,0.00004088875,0.001045674,0.00002828575,0.005631891],"genre_scores_gemma":[0.9969776,0.001772366,0.0003416351,0.0001776687,0.0001637389,0.0000117302,0.0002989015,0.000002698169,0.0002537958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003029874,"threshold_uncertainty_score":0.01013595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537287277559394,"score_gpt":0.2699036070602243,"score_spread":0.2545307342846303,"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."}}