{"id":"W2016548716","doi":"10.1111/j.1778-428x.2005.tb00151.x","title":"An Update on Perioperative Blood Salvage in Cardiac Surgery","year":2005,"lang":"en","type":"article","venue":"Transfusion Alternatives in Transfusion Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Blood conservation; Intensive care medicine; Perioperative; Cardiac surgery; Surgery; Randomized controlled trial; Clinical trial; Coagulopathy; 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":[0.001144211,0.0008156279,0.001235465,0.002334927,0.0003254303,0.001197938,0.001030797,0.001946573,0.007735831],"category_scores_gemma":[0.002646225,0.0002268655,0.0005786711,0.001709689,0.0003400111,0.001712652,0.0004625282,0.002187143,0.003657865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004422703,"about_ca_system_score_gemma":0.0007817377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089323,"about_ca_topic_score_gemma":0.002753283,"domain_scores_codex":[0.999445,0.0001468149,0.0001168411,0.00004981234,0.0002038177,0.00003755468],"domain_scores_gemma":[0.9975042,0.001397874,0.0002024475,0.00004990686,0.0006572025,0.000188379],"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":[0.0001165526,0.0001295137,0.0008313225,0.004872313,0.00007655643,0.001412188,0.00008099893,0.000376324,0.001069477,0.001283323,0.1647123,0.8250393],"study_design_scores_gemma":[0.0000200481,0.0001997673,0.001629982,0.001873954,0.0001197205,0.004630405,0.00005112651,0.0002103643,0.0003601408,0.0006294522,0.9902585,0.00001658257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001507232,0.9513119,0.002109644,0.008705895,0.01910129,0.00004337714,0.0001345667,0.00009384245,0.01699214],"genre_scores_gemma":[0.005380528,0.9465892,0.003206379,0.008144436,0.02611241,0.00005812232,0.0002496914,0.00002205631,0.01023716],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007735831,"threshold_uncertainty_score":0.02587891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951882358814027,"score_gpt":0.3075464702354749,"score_spread":0.2880276466473346,"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."}}