{"id":"W2334128094","doi":"10.1016/j.cjca.2012.07.461","title":"505 The Effect of Brand of Heparin on Peri-Operative Transfusion Rates in Patients Undergoing Cardiac Surgery","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Medicine; Heparin; Cardiopulmonary bypass; Perioperative; Cardiac surgery; Anesthesia; Blood product; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007091887,0.0001320014,0.0003598318,0.0003249875,0.0003240328,0.0008577907,0.0002896885,0.0006529005,0.003349565],"category_scores_gemma":[0.007113473,0.0002060418,0.0008017817,0.0006276102,0.0003533402,0.0005417879,0.0002696202,0.00122418,0.000294281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004838934,"about_ca_system_score_gemma":0.000585269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003549341,"about_ca_topic_score_gemma":0.006436702,"domain_scores_codex":[0.9994868,0.0001622147,0.00006988623,0.00005991052,0.0001070049,0.000114155],"domain_scores_gemma":[0.994428,0.002808469,0.001541503,0.0002219921,0.0002501696,0.0007497657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004197993,0.0002333628,0.9890841,0.00003208342,0.0002051072,0.000135553,0.0001110594,0.00007334939,0.0003053274,0.00007176008,0.0001513471,0.005398879],"study_design_scores_gemma":[0.00004880155,0.001039139,0.9976836,0.00002159882,0.0001361916,0.0001750526,0.0003247734,0.0002071699,0.0001022498,0.00006176306,0.0001877074,0.00001191897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982373,0.0005427165,0.00002947276,0.0001188575,0.00002480237,0.000005085348,0.0001074793,0.000001647217,0.0009327306],"genre_scores_gemma":[0.9992678,0.0002209685,0.00003560399,0.00009356424,0.0000325712,0.00000275064,0.0001305761,0.000001918933,0.0002143063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003549341,"threshold_uncertainty_score":0.01120543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009640348492806598,"score_gpt":0.2469247795812433,"score_spread":0.2372844310884367,"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."}}