{"id":"W2521263117","doi":"10.1213/xaa.0000000000000392","title":"Polymyxin B Direct Hemoperfusion Using Regional Citrate–Calcium Anticoagulation","year":2016,"lang":"en","type":"article","venue":"A & A Case Reports","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Hemoperfusion; Heparin; Medicine; Polymyxin B; Extracorporeal; Septic shock; Anticoagulant; Calcium; Anesthesia; Intensive care medicine; Surgery; Antibiotics; Sepsis; Internal medicine; Chemistry; Biochemistry; Hemodialysis","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":[0.0001894575,0.0008645189,0.0005808878,0.0009091994,0.0008383416,0.0007938789,0.0005470121,0.001565285,0.0006719413],"category_scores_gemma":[0.0009039565,0.0002965005,0.0007584101,0.0005471621,0.0007658945,0.0007202963,0.0007560513,0.001502508,0.0002639815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005497857,"about_ca_system_score_gemma":0.0005997419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004810482,"about_ca_topic_score_gemma":0.0005766797,"domain_scores_codex":[0.9996827,0.0000528371,0.00003882762,0.00008119923,0.00005644625,0.00008797868],"domain_scores_gemma":[0.9996381,0.00008686992,0.0001228414,0.00003865594,0.00001677717,0.00009668129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001905782,0.0002678877,0.01781008,0.0001395436,0.00004590984,0.9449891,0.0002231333,0.0002824086,0.01567564,0.00057104,0.0006020531,0.01920256],"study_design_scores_gemma":[0.00008972984,0.0004123066,0.006851337,0.00003662891,0.00003921479,0.9816233,0.0000684335,0.0007761043,0.007522706,0.0002093864,0.002351757,0.00001903137],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654998,0.01006188,0.01269413,0.002299224,0.0002567312,0.0002684697,0.00007376836,0.0002282398,0.008617752],"genre_scores_gemma":[0.9943156,0.001709896,0.002312477,0.0006773258,0.0002873716,0.00004353223,0.00005959259,0.00001052528,0.0005838011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001565285,"threshold_uncertainty_score":0.003988922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.163610779340131,"score_gpt":0.3731727742787077,"score_spread":0.2095619949385766,"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."}}