{"id":"W2150308743","doi":"10.1177/108925320300700206","title":"Blood Conservation Strategies in Cardiac Surgery","year":2003,"lang":"en","type":"article","venue":"Seminars in Cardiothoracic and Vascular Anesthesia","topic":"Blood transfusion and management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Blood conservation; Cardiac surgery; Cardiopulmonary bypass; Perioperative; Blood management; Intensive care medicine; Blood transfusion; Surgery; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007548073,0.0002099632,0.0001537496,0.0005407071,0.0005257025,0.0009200532,0.0005117689,0.0009175949,0.002887653],"category_scores_gemma":[0.00135487,0.00005586585,0.0001065464,0.0004430081,0.0008022067,0.0005800851,0.0005511556,0.0009093003,0.0002008092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295311,"about_ca_system_score_gemma":0.001819373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003364431,"about_ca_topic_score_gemma":0.007170874,"domain_scores_codex":[0.9997652,0.00008895631,0.00001440886,0.00001470833,0.00007361668,0.00004309295],"domain_scores_gemma":[0.9996464,0.0001279982,0.00004715325,0.00001062116,0.00005832253,0.0001094442],"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":[0.0002196776,0.0003873845,0.006574329,0.00177244,0.0000527982,0.003900209,0.002223938,0.001686892,0.002951089,0.09901256,0.07049762,0.8107212],"study_design_scores_gemma":[0.0002058473,0.001183079,0.03064679,0.003610708,0.0001028414,0.01202997,0.006133129,0.001616481,0.002609645,0.07344789,0.8683544,0.00005928956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07580996,0.6138123,0.01140865,0.1502023,0.003809234,0.0001705141,0.00006309276,0.0001218854,0.144602],"genre_scores_gemma":[0.5556876,0.3973038,0.009427203,0.01532563,0.004883763,0.0001908921,0.00008421567,0.0000168335,0.01708013],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003364431,"threshold_uncertainty_score":0.009660184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271549724647636,"score_gpt":0.255840903199963,"score_spread":0.2431254059534866,"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."}}