{"id":"W2158330814","doi":"10.1177/0267659113483802","title":"Are any biocompatible coatings capable of attenuating the deleterious effects of cardiopulmonary bypass?","year":2013,"lang":"en","type":"article","venue":"Perfusion","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Medicine; Cardiopulmonary bypass; Biocompatible material; Intensive care medicine; Cardiology; Biomedical engineering","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":[0.0005446359,0.0003734455,0.0003359737,0.0002043865,0.0001426161,0.0005932503,0.0003042038,0.001238646,0.002134763],"category_scores_gemma":[0.00110649,0.0001436197,0.0002648144,0.0001637143,0.0004064421,0.000576828,0.0001116269,0.0003419337,0.0005632924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877042,"about_ca_system_score_gemma":0.0002387886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000252716,"about_ca_topic_score_gemma":0.0001606201,"domain_scores_codex":[0.9997728,0.00003644275,0.00002145899,0.00003483459,0.00008400252,0.00005046021],"domain_scores_gemma":[0.9993967,0.0001419048,0.0002320438,0.00003944813,0.0001384498,0.00005141539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008517875,0.0003877322,0.01905156,0.002913445,0.0000945596,0.0007874119,0.000114104,0.0003411928,0.7912515,0.001830348,0.001377652,0.1809988],"study_design_scores_gemma":[0.0001199079,0.005997727,0.1144796,0.000906183,0.0004769159,0.01063139,0.0005650381,0.001722506,0.742251,0.002152822,0.1206331,0.00006370697],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7546192,0.219813,0.008870747,0.005407122,0.0009651799,0.0001185861,0.0002534702,0.00008604692,0.009866584],"genre_scores_gemma":[0.9393442,0.04829086,0.006960563,0.001215588,0.0003657161,0.00008424306,0.0002454585,0.00002432905,0.003468975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002134763,"threshold_uncertainty_score":0.007141531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013150941851207,"score_gpt":0.2474984454468292,"score_spread":0.2343475035956222,"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."}}