{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003029529,0.0003946943,0.001359823,0.0002450039,0.0003348808,0.0008499633,0.0007425061,0.002464171,0.001973528],"category_scores_gemma":[0.01035978,0.0001457537,0.0006657448,0.0002084987,0.0006661063,0.001085721,0.0002635359,0.002936561,0.0005650166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004674062,"about_ca_system_score_gemma":0.0003249172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002723716,"about_ca_topic_score_gemma":0.0004390533,"domain_scores_codex":[0.9989447,0.0003429629,0.0001495346,0.0001229773,0.0003683471,0.00007148481],"domain_scores_gemma":[0.9940255,0.003618,0.0008273127,0.0001141167,0.001188508,0.0002265505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01388215,0.0009235769,0.004068532,0.006089327,0.0005774077,0.002806114,0.0004753374,0.0002469432,0.01872185,0.00267025,0.5871831,0.3623554],"study_design_scores_gemma":[0.002758831,0.01691958,0.02360648,0.001565304,0.002027021,0.006978511,0.0004703248,0.001807273,0.03995515,0.00372666,0.9000064,0.0001784129],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06503071,0.3188203,0.002147435,0.3489504,0.2609568,0.0001311973,0.0002412689,0.0002419601,0.003479972],"genre_scores_gemma":[0.2862624,0.1586813,0.00448867,0.2723868,0.2631774,0.0002375489,0.000273122,0.000251576,0.01424123],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.003029529,"threshold_uncertainty_score":0.01602185,"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."}}