{"id":"W1973004967","doi":"10.1177/1089253207311158","title":"Perfusion Approaches to Blood Conservation","year":2007,"lang":"en","type":"review","venue":"Seminars in Cardiothoracic and Vascular Anesthesia","topic":"Blood transfusion and management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Blood conservation; Medicine; Priming (agriculture); Hemoglobin; Perfusion; Reduction (mathematics); Red blood cell; Anesthesia; Cardiology; Internal medicine; Blood loss; 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":[0.0006955893,0.001219665,0.001517187,0.002721618,0.0005015602,0.001358422,0.001531403,0.001561917,0.008739397],"category_scores_gemma":[0.001060302,0.0003258789,0.0007900301,0.00198446,0.001505391,0.002129384,0.00110407,0.002820606,0.003524142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008337685,"about_ca_system_score_gemma":0.0008295896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009101007,"about_ca_topic_score_gemma":0.0009219953,"domain_scores_codex":[0.9996302,0.0000704188,0.00003133189,0.00008549375,0.0001476087,0.00003483252],"domain_scores_gemma":[0.9996567,0.000187664,0.00005326439,0.00001792661,0.0000556958,0.00002876447],"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":[0.00007591402,0.0001348964,0.0002402054,0.01453241,0.0001174708,0.0009559307,0.0001241488,0.0005303916,0.00250387,0.00992541,0.0282682,0.9425912],"study_design_scores_gemma":[0.00005158737,0.0002347402,0.001163597,0.005275587,0.0001288479,0.01566301,0.0001277936,0.0002710523,0.002287019,0.007442995,0.9673133,0.00004045966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002777744,0.9930213,0.001453497,0.0004076802,0.0003250843,0.0000145397,0.000009718525,0.00002825574,0.004462086],"genre_scores_gemma":[0.003498526,0.9923066,0.001233833,0.0005850744,0.0004661519,0.00003181714,0.00002838037,0.000007429576,0.001842141],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008739397,"threshold_uncertainty_score":0.02923614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1225579711656698,"score_gpt":0.3355559617664766,"score_spread":0.2129979906008068,"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."}}