{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000605928,0.00003725494,0.00007651162,0.00002529032,0.00008113551,0.000008939255,0.00001636654,0.000039302,0.00001078879],"category_scores_gemma":[0.00004413274,0.00002602461,0.0001138026,0.00008002614,0.00002170094,0.00002838337,0.00000543482,0.00005308577,0.00001341981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004438676,"about_ca_system_score_gemma":0.00002436049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009183561,"about_ca_topic_score_gemma":0.000001331512,"domain_scores_codex":[0.999565,0.00001580031,0.0001140474,0.00006935765,0.0001409776,0.0000948182],"domain_scores_gemma":[0.9996553,0.00008638479,0.0000247352,0.0001598166,0.0000411256,0.00003264178],"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":[0.008715705,0.00003660847,0.1947554,0.000007662268,0.00006479921,0.00003277499,0.00007475028,0.000003366345,0.00294872,0.004088209,0.002992953,0.786279],"study_design_scores_gemma":[0.002750225,0.00002639106,0.8804173,0.000006238617,0.00002626688,0.00002681963,0.00002556346,0.00002214812,0.0006647272,0.0003405505,0.1156563,0.00003748037],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948154,0.0002957604,0.006714168,0.000298233,0.0004648402,0.0004673365,3.201439e-7,0.0001283206,0.043477],"genre_scores_gemma":[0.9991782,0.00001568347,0.00004960943,0.00009359777,0.0004950699,0.00001062083,0.000008619435,0.000005756975,0.0001427886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7862415,"threshold_uncertainty_score":0.1061253,"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."}}