{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002650935,0.0001577081,0.0004201742,0.0001065756,0.000116033,0.00001248519,0.0001234601,0.00008429552,0.00004921591],"category_scores_gemma":[0.0004450161,0.0001106453,0.0001173625,0.0002942531,0.0001065007,0.0001023093,0.00008291978,0.0001601527,0.00003135794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005253439,"about_ca_system_score_gemma":0.00004203956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238705,"about_ca_topic_score_gemma":0.00002388173,"domain_scores_codex":[0.9985824,0.000108211,0.0004105788,0.0002253537,0.0004355675,0.0002378864],"domain_scores_gemma":[0.9984446,0.0002829747,0.0004597163,0.000395795,0.0003408802,0.00007607507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005818684,0.0001170057,0.1144461,0.00094402,0.00002205327,0.0000118179,0.001773876,0.0000379548,0.8268865,0.00000591871,0.0009078443,0.05478876],"study_design_scores_gemma":[0.001158473,0.0004050708,0.6442961,0.001243066,0.0001210349,0.00003111559,0.001631594,0.002817616,0.347952,0.00005258218,0.0001473667,0.0001440387],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965162,0.0008881575,0.0001251098,0.0005378032,0.0001677406,0.001063942,0.000006467864,0.00004310506,0.0006514527],"genre_scores_gemma":[0.9983041,0.00004335472,0.001203221,0.0001671263,0.00008376846,0.00006815208,0.000016356,0.00002840314,0.00008557431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.52985,"threshold_uncertainty_score":0.4511985,"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."}}