{"id":"W2891366181","doi":"10.1111/trf.14820","title":"Cardiac stress biomarkers after red blood cell transfusion in patients at risk for transfusion‐associated circulatory overload: a prospective observational study","year":2018,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research; University of Toronto; University Health Network; Health Sciences Centre; Canadian Blood Services; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Biomarker; Concordance; Internal medicine; Cardiology; Circulatory system; Natriuretic peptide; Troponin T; Troponin; Blood pressure; Brain natriuretic peptide; Prospective cohort study; Heart failure; Myocardial infarction","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":[0.001161877,0.0005004668,0.0009078645,0.0006164866,0.0006726037,0.001162861,0.0004523467,0.0009039255,0.00107564],"category_scores_gemma":[0.00282093,0.0006111002,0.0009081465,0.001332217,0.0004543042,0.0009422245,0.0005696217,0.00145991,0.0002721079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003967125,"about_ca_system_score_gemma":0.0006639166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002134311,"about_ca_topic_score_gemma":0.002140123,"domain_scores_codex":[0.9990824,0.0002832006,0.0001178087,0.0002054912,0.0001525346,0.0001584999],"domain_scores_gemma":[0.9965401,0.0005897775,0.001545413,0.0002729805,0.0002944532,0.0007573142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004174087,0.000131718,0.9986957,0.00001526754,0.00007652664,0.00008065022,0.00006575251,0.00001663818,0.0001110014,0.000008008463,0.00004837682,0.00033315],"study_design_scores_gemma":[0.00007800232,0.001061175,0.9975519,0.0000208768,0.0001074558,0.0004156915,0.0003479165,0.0001879154,0.00004573802,0.00002077755,0.0001506044,0.0000119907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994251,0.0002138374,0.00005556376,0.0000230541,0.000007906029,0.00001884775,0.0001489816,0.000001236178,0.0001055966],"genre_scores_gemma":[0.9993314,0.0001436197,0.00008242717,0.00005975365,0.00002364384,0.00002297841,0.0002955402,0.000001077479,0.00003967929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002134311,"threshold_uncertainty_score":0.006144643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662093866343416,"score_gpt":0.2471804022353098,"score_spread":0.2305594635718757,"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."}}