{"id":"W2966272307","doi":"10.1053/j.jvca.2019.07.137","title":"Vasoplegia in Cardiac Surgery: Pave the Way for Prevention","year":2019,"lang":"en","type":"letter","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Cardiac surgery; Cardiology; Intensive care medicine; Surgery; General 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":[0.001255039,0.00053294,0.0008663206,0.0005053655,0.002247279,0.002683,0.0007885882,0.04088031,0.006712537],"category_scores_gemma":[0.01066388,0.0003167185,0.000793984,0.0004298984,0.002743761,0.003903544,0.001029609,0.03102622,0.002713753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002593184,"about_ca_system_score_gemma":0.002579102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00223128,"about_ca_topic_score_gemma":0.003858213,"domain_scores_codex":[0.998753,0.0004756629,0.0001515342,0.0001322985,0.0002763471,0.0002112008],"domain_scores_gemma":[0.995267,0.002507001,0.0004076335,0.0001377047,0.0005772401,0.001103367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001656584,0.0001846865,0.009504005,0.0003031318,0.00003452687,0.05383454,0.0004359167,0.0002902212,0.000665709,0.01446636,0.8792951,0.04082008],"study_design_scores_gemma":[0.0004836411,0.0003776709,0.01333437,0.002632248,0.00006863118,0.128213,0.001852693,0.001590688,0.0003378302,0.04716408,0.8037707,0.0001744534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001362665,0.005080502,0.0001242298,0.9790478,0.008574435,0.000007059617,0.0000139002,0.0000164344,0.005772956],"genre_scores_gemma":[0.0370784,0.01141407,0.0006290485,0.736784,0.203797,0.0000354829,0.00003744951,0.00002199319,0.01020258],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04088031,"threshold_uncertainty_score":0.02245563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01952019861049642,"score_gpt":0.2789501190816819,"score_spread":0.2594299204711855,"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."}}