{"id":"W2015437512","doi":"10.1016/j.jtcvs.2003.12.023","title":"Can extra protamine eliminate heparin rebound following cardiopulmonary bypass surgery?","year":2004,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"Canadian Institutes of Health Research","keywords":"Heparin; Protamine; Activated clotting time; Cardiopulmonary bypass; Medicine; Antithrombin; Anesthesia; Protamine sulfate; Clotting time; Thrombin; Coagulation; Anticoagulant; Placebo; Surgery; Internal medicine; Platelet; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006105493,0.0004392066,0.002643093,0.0006788974,0.0001918513,0.00008118449,0.000114255,0.0002519467,0.00001252403],"category_scores_gemma":[0.0003621,0.000377124,0.007170006,0.0005267271,0.0001382089,0.0003853679,0.0000849123,0.0005959544,0.000003423603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002146083,"about_ca_system_score_gemma":0.0007367345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002131853,"about_ca_topic_score_gemma":0.000003981784,"domain_scores_codex":[0.9960787,0.0003966366,0.001168131,0.0004461239,0.001327246,0.0005831979],"domain_scores_gemma":[0.9976946,0.0003728511,0.0003753995,0.0007241289,0.0003418889,0.000491173],"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":[0.00103831,0.0002422901,0.1509212,0.0005632282,0.008213824,0.02423288,0.0001818146,0.00009625646,0.0009371663,0.00002290702,0.002127507,0.8114226],"study_design_scores_gemma":[0.001768443,0.0005748617,0.7260717,0.00612343,0.01200915,0.08474895,0.001260054,0.0000130171,0.01947623,0.001441261,0.1442293,0.002283669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933215,0.06204557,0.001393795,0.001060041,0.001143367,0.0003025503,0.000008738113,0.000100511,0.0007304013],"genre_scores_gemma":[0.9909559,0.007097614,0.0006555559,0.0002105285,0.0007949803,0.00003171301,0.00001756886,0.0000813992,0.0001547322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.809139,"threshold_uncertainty_score":0.9998681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991846267635535,"score_gpt":0.2696764328415223,"score_spread":0.249757970165167,"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."}}