{"id":"W2133092517","doi":"10.1097/imi.0b013e3182747699","title":"Drug, Devices, Technologies, and Techniques for Blood Management in Minimally Invasive and Conventional Cardiothoracic Surgery a Consensus Statement from the International Society for Minimally Invasive Cardiothoracic Surgery (ISMICS) 2011","year":2012,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria General Hospital; South Bruce Grey Health Centre; St. Michael's Hospital; Western University; University of Manitoba","funders":"National Institute for Health and Care Research","keywords":"Medicine; Tranexamic acid; Perioperative; Blood management; Cardiopulmonary bypass; Fresh frozen plasma; Aprotinin; Cardiac surgery; Intensive care medicine; Cardiothoracic surgery; Surgery; Anesthesia; Internal medicine; Platelet; Blood loss","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":[0.07068716,0.002419436,0.006853871,0.01337781,0.001965365,0.004833566,0.006412826,0.01026519,0.003093533],"category_scores_gemma":[0.08606745,0.001900515,0.009840634,0.007702121,0.002412733,0.006116673,0.005113475,0.009313896,0.001949726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007170687,"about_ca_system_score_gemma":0.04753518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007022432,"about_ca_topic_score_gemma":0.01276811,"domain_scores_codex":[0.9469368,0.01772985,0.02288426,0.001507231,0.01000162,0.0009403029],"domain_scores_gemma":[0.8791476,0.06058782,0.01738866,0.002018737,0.03817679,0.002680522],"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":[0.0004743234,0.0001990818,0.001555799,0.202998,0.001748259,0.000420546,0.000964811,0.0007872317,0.001753108,0.006570238,0.3338464,0.4486821],"study_design_scores_gemma":[0.0005082359,0.0003171028,0.00367619,0.3807441,0.004494584,0.001206449,0.0008266261,0.0004988932,0.0008569176,0.008680794,0.5980086,0.0001814675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0007342391,0.8773813,0.003921942,0.09762058,0.01300374,0.00198819,0.000963243,0.00006099261,0.0043258],"genre_scores_gemma":[0.009517212,0.8598468,0.06014203,0.05343958,0.005776507,0.00486346,0.002581354,0.00009660539,0.003736459],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07068716,"threshold_uncertainty_score":0.3738339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02410501656920968,"score_gpt":0.2909918065411397,"score_spread":0.26688678997193,"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."}}