{"id":"W3152353755","doi":"10.1055/s-2002-35737","title":"Cardiopulmonary Bypass Copolymer Surface Modification Reduces neither Blood Loss nor Transfusions in Coronary Artery Surgery","year":2002,"lang":"en","type":"letter","venue":"The Thoracic and Cardiovascular Surgeon","topic":"Blood transfusion and management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Aprotinin; Medicine; Antifibrinolytic; Cardiopulmonary bypass; Randomized controlled trial; Clinical trial; Artery; Blood loss; Blood transfusion; Cardiac surgery; Intensive care medicine; Surgery; Anesthesia; Tranexamic acid; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001930797,0.0007406002,0.001929373,0.0003496902,0.0002721931,0.00006483759,0.0002671831,0.0008342006,0.0002256283],"category_scores_gemma":[0.0000207857,0.0005598837,0.002033623,0.0005890928,0.0003425755,0.0001281896,0.0000823107,0.00180432,0.00006078904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000522103,"about_ca_system_score_gemma":0.0001089304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007441157,"about_ca_topic_score_gemma":0.00002416507,"domain_scores_codex":[0.9950013,0.001066616,0.0007866685,0.001104769,0.001257821,0.0007827979],"domain_scores_gemma":[0.9975229,0.0003293888,0.0001316094,0.001741041,0.0001060578,0.0001689987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001363978,0.001481604,0.02576334,0.003776865,0.03153218,0.04910814,0.002152143,0.0005379411,0.0007657502,0.00002754701,0.5430061,0.3404844],"study_design_scores_gemma":[0.002912012,0.0001727666,0.0450589,0.001814414,0.02046328,0.008497206,0.0009478786,0.0001925072,0.0009005598,0.00007898253,0.9167346,0.002226939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7057403,0.1156814,0.0002332971,0.16864,0.001311653,0.003177764,0.0001933887,0.0002977908,0.00472439],"genre_scores_gemma":[0.8852004,0.06425307,0.0000418435,0.04129048,0.001479208,0.000273481,0.0006770478,0.000265035,0.006519482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3737284,"threshold_uncertainty_score":0.9996853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03070373791386235,"score_gpt":0.2461578050754578,"score_spread":0.2154540671615955,"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."}}