{"id":"W2034379347","doi":"10.1177/0267659109352114","title":"Outcomes comparison of 5 coated cardiopulmonary bypass circuits versus an uncoated control group of patients undergoing cardiac surgery","year":2009,"lang":"en","type":"article","venue":"Perfusion","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital","funders":"Bayer Canada; University of Saskatchewan","keywords":"Medicine; Cardiopulmonary bypass; Oxygenator; Anesthesia; Intensive care unit; Platelet; Cardiac surgery; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003616988,0.0003236722,0.0004539177,0.0002964476,0.0002304423,0.0003448353,0.000216277,0.0003863066,0.001332102],"category_scores_gemma":[0.0008634782,0.0001329336,0.0003253744,0.0001812615,0.0003527001,0.0002060056,0.000233688,0.0002980912,0.000110122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000498125,"about_ca_system_score_gemma":0.0004286681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102072,"about_ca_topic_score_gemma":0.001049784,"domain_scores_codex":[0.9997206,0.00005633739,0.00003211815,0.00007935607,0.00005446978,0.00005696909],"domain_scores_gemma":[0.9993113,0.0001240793,0.0002155392,0.00003269247,0.00007221682,0.0002442365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1227864,0.008203421,0.8248031,0.0003307029,0.0005471211,0.0005509581,0.0004357357,0.0004692507,0.0169364,0.0001113645,0.000372319,0.02445315],"study_design_scores_gemma":[0.003199274,0.1499041,0.8413771,0.00002663817,0.0003130877,0.0004600022,0.0006002516,0.0009097601,0.002614816,0.00003501809,0.000539279,0.0000204588],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998496,0.00004385838,0.00001134224,0.000004280689,0.000004218384,0.00001532608,0.00001376019,5.031021e-7,0.00005712693],"genre_scores_gemma":[0.9997225,0.0000367025,0.00005729507,0.00001770096,0.00000839204,0.0000243316,0.00007211622,2.496e-7,0.00006068528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001332102,"threshold_uncertainty_score":0.004456341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02415571734221183,"score_gpt":0.2866334045986316,"score_spread":0.2624776872564198,"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."}}