{"id":"W316916412","doi":"10.71781/29090","title":"Intraoperative hemodynamic instability during and after separation from cardiopulmonary bypass : importance, mechanism and prevention","year":2009,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut de Cardiologie de Montréal","keywords":"Cardiopulmonary bypass; Mechanism (biology); Hemodynamics; Medicine; Anesthesia; Separation (statistics); Cardiology; Intensive care medicine; Computer science; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005283101,0.0004576268,0.0005145881,0.001018687,0.0005762348,0.001709915,0.0004842863,0.001275004,0.001734737],"category_scores_gemma":[0.002472301,0.0002578731,0.0004752736,0.0006148345,0.0006125093,0.0007892735,0.0008231801,0.001285893,0.0003394581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000733121,"about_ca_system_score_gemma":0.001339614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004744702,"about_ca_topic_score_gemma":0.004374102,"domain_scores_codex":[0.999523,0.0001152851,0.00004064037,0.000088794,0.0001264593,0.0001058689],"domain_scores_gemma":[0.9983557,0.0003283102,0.0009786922,0.00004091986,0.0001596797,0.0001367212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001260569,0.0004711316,0.7216393,0.001886001,0.000416931,0.005143858,0.001389579,0.0007966384,0.004593667,0.003214807,0.006996321,0.2521912],"study_design_scores_gemma":[0.0000361977,0.0005986327,0.9745795,0.00112325,0.000198081,0.008829467,0.0009176488,0.001291633,0.0006772745,0.002771293,0.008901956,0.00007508712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6234288,0.3417577,0.005003136,0.01400376,0.0009397813,0.0001431833,0.0009225034,0.0001175341,0.01368349],"genre_scores_gemma":[0.9077932,0.08607636,0.001394984,0.0008836641,0.002088581,0.00007577433,0.0004418004,0.00001485551,0.001230711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004744702,"threshold_uncertainty_score":0.009434164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003066795935048685,"score_gpt":0.1918439009527468,"score_spread":0.1887771050176981,"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."}}