{"id":"W3126758948","doi":"10.1053/j.jvca.2021.02.004","title":"Potential Renoprotective Strategies in Adult Cardiac Surgery: A Survey of Society of Cardiovascular Anesthesiologists Members to Explore the Rationale and Beliefs Driving Current Clinical Decision-Making","year":2021,"lang":"en","type":"article","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Intensive care medicine; American society of anesthesiologists; Clinical decision making; Cardiac surgery; Anesthesia; Surgery","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":[0.004348144,0.0001151936,0.0002354025,0.000739512,0.0007544861,0.001076361,0.0003235626,0.0006673571,0.001430153],"category_scores_gemma":[0.02090405,0.0001841027,0.0003980349,0.0007926558,0.0006236222,0.0009622089,0.0006735554,0.001119656,0.0001727657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000600266,"about_ca_system_score_gemma":0.00189665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004322676,"about_ca_topic_score_gemma":0.01052981,"domain_scores_codex":[0.9978232,0.0009710201,0.0003366478,0.0001222649,0.0005026167,0.0002443323],"domain_scores_gemma":[0.9854488,0.004949571,0.005910254,0.0002563143,0.001826955,0.001608063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005839721,0.0001438428,0.9850985,0.00006064293,0.00007798679,0.0000514666,0.002775906,0.00004179778,0.0001403984,0.0001056316,0.0006265303,0.01081898],"study_design_scores_gemma":[0.0000353946,0.0003139015,0.9723837,0.0003407607,0.0001032222,0.0003615486,0.02176468,0.0005052668,0.0001413213,0.0002824482,0.003739926,0.00002775244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919527,0.001370142,0.0001689442,0.004425399,0.00004475867,0.00003099524,0.0001739008,0.000002421576,0.001830602],"genre_scores_gemma":[0.9978714,0.0007914763,0.0002710365,0.0008279122,0.00003788482,0.00001320442,0.00007769191,0.000001191412,0.0001082977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004348144,"threshold_uncertainty_score":0.02299547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05956725859272254,"score_gpt":0.3800558907495853,"score_spread":0.3204886321568628,"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."}}