{"id":"W1596038924","doi":"10.1002/9781444319583.ch33","title":"Adjunctive Strategies to Impact Blood Transfusion in Cardiac Surgery","year":2010,"lang":"en","type":"other","venue":"","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Adjunctive treatment; Cardiac surgery; Blood transfusion; Medicine; Intensive care medicine; Surgery; 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":[0.0007817366,0.000576562,0.0004375765,0.001020298,0.000453163,0.001293124,0.0006325859,0.000639157,0.04807881],"category_scores_gemma":[0.001939497,0.00009306381,0.0004172432,0.0007862879,0.0002462765,0.0009413608,0.0008744898,0.001212724,0.005332261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007261283,"about_ca_system_score_gemma":0.001104849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001154131,"about_ca_topic_score_gemma":0.003524473,"domain_scores_codex":[0.9995523,0.0001171121,0.00003376264,0.00003225503,0.000216268,0.0000483302],"domain_scores_gemma":[0.9995259,0.0001839342,0.00006290586,0.00002001413,0.0001468044,0.00006041802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001810512,0.0006305827,0.001206565,0.00154387,0.00002853077,0.0003486283,0.0001584995,0.0002114516,0.001526166,0.005987283,0.07365541,0.9145221],"study_design_scores_gemma":[0.0001306441,0.001012048,0.0196768,0.007371305,0.0002229833,0.002761182,0.0009166317,0.0006395993,0.006735403,0.01312989,0.9473564,0.00004702347],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02472872,0.2980241,0.00889611,0.02375627,0.01011033,0.0004893049,0.0008899558,0.0004787402,0.6326265],"genre_scores_gemma":[0.1260308,0.5521991,0.03533072,0.01389414,0.01334461,0.0006698256,0.001401108,0.0002381903,0.2568916],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04807881,"threshold_uncertainty_score":0.1608396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009609724436459535,"score_gpt":0.274184823436031,"score_spread":0.2645750989995715,"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."}}