{"id":"W1968157678","doi":"10.1161/circulationaha.106.678987","title":"The Cardiotomy Trial","year":2007,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Blood product; Surgery; Cardiopulmonary bypass; Anesthesia; Autotransfusion; Cardiac surgery; Blood transfusion; Postoperative cognitive dysfunction; Fresh frozen plasma; Partial thromboplastin time; Internal medicine; Platelet","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":[0.001502384,0.00063527,0.001381374,0.0003026111,0.000378143,0.001189555,0.0005662237,0.001472454,0.02809693],"category_scores_gemma":[0.003782433,0.0001946948,0.001030227,0.0004215178,0.0005625002,0.0008233888,0.0005491388,0.002973043,0.002427019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004683145,"about_ca_system_score_gemma":0.0009963722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005798101,"about_ca_topic_score_gemma":0.001069772,"domain_scores_codex":[0.9989999,0.0006075707,0.00005794219,0.0001568066,0.0000852759,0.00009245725],"domain_scores_gemma":[0.9987442,0.0004643601,0.0002808612,0.0001077437,0.00006246322,0.0003402311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6596244,0.004206194,0.01271786,0.008419638,0.004221754,0.0002720453,0.000144648,0.001066209,0.001077446,0.008088818,0.08369552,0.2164655],"study_design_scores_gemma":[0.8812613,0.02395646,0.02796735,0.002973153,0.002258424,0.0004260308,0.0001404094,0.0009906335,0.0003368388,0.008058526,0.05158486,0.00004592969],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6081246,0.1926985,0.0027053,0.05138354,0.01250944,0.005872117,0.01970389,0.0004980107,0.1065047],"genre_scores_gemma":[0.8675537,0.04024931,0.002729438,0.02729131,0.005182791,0.01216992,0.01035847,0.0001260938,0.03433904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02809693,"threshold_uncertainty_score":0.09399366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805897494108786,"score_gpt":0.2908791670948775,"score_spread":0.2728201921537896,"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."}}