{"id":"W2784010262","doi":"10.1097/aln.0000000000001990","title":"Avoidance of Hyperoxemia during Cardiopulmonary Bypass: Why Does Pathophysiology Not Always Translate into Clinical Outcome?","year":2018,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Manitoba","funders":"","keywords":"Cardiopulmonary bypass; Medicine; Acute kidney injury; Ischemia; Reperfusion injury; Hypoxic pulmonary vasoconstriction; Vasoconstriction; Perfusion; Pathophysiology; Intensive care; Anesthesia; Intensive care medicine; Cardiology; 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":[0.02286022,0.0005711366,0.002505053,0.0005809023,0.0006097863,0.002775415,0.00137921,0.003409203,0.001669867],"category_scores_gemma":[0.06117222,0.0002963332,0.0006462572,0.001215899,0.003502917,0.004114079,0.001065752,0.004403383,0.0007627633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047689,"about_ca_system_score_gemma":0.00173268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008275664,"about_ca_topic_score_gemma":0.0009136765,"domain_scores_codex":[0.9917006,0.003227999,0.001744251,0.00108929,0.002022826,0.0002150225],"domain_scores_gemma":[0.9302025,0.04534523,0.01077068,0.00286255,0.009223255,0.001595685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007128072,0.0007502795,0.09338502,0.0189591,0.001617111,0.001524302,0.001580893,0.001143388,0.004972383,0.01544629,0.03986311,0.8136301],"study_design_scores_gemma":[0.001809768,0.01738074,0.4846677,0.04700872,0.006116901,0.009215586,0.007458491,0.006886011,0.01319958,0.1915861,0.213697,0.0009734569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0865983,0.6590006,0.01260378,0.2243173,0.01192366,0.0001903729,0.0006381404,0.0001695918,0.004558264],"genre_scores_gemma":[0.5976478,0.2857592,0.01319978,0.06536026,0.03589549,0.0002957298,0.0006080436,0.0002002483,0.001033478],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02286022,"threshold_uncertainty_score":0.1208978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312047550737654,"score_gpt":0.3149386258748232,"score_spread":0.2918181503674466,"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."}}