{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001896806,0.0001533519,0.0002683391,0.00009636307,0.00009916547,0.00001571377,0.000009928753,0.00008258657,0.0002320571],"category_scores_gemma":[0.0000888486,0.00009248211,0.0001386202,0.0001371237,0.00003297322,0.00009387582,0.00002287461,0.00003973164,0.00001506543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001605872,"about_ca_system_score_gemma":0.0001249978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006386473,"about_ca_topic_score_gemma":0.00001401001,"domain_scores_codex":[0.9987516,0.0000338069,0.0003547374,0.0003674383,0.0002726512,0.0002197915],"domain_scores_gemma":[0.999109,0.00008102422,0.0001651175,0.0003848886,0.00009847208,0.0001614428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.000124919,0.0007838585,0.4581404,0.00003504191,0.0001855477,0.3676401,0.0001256603,0.000004483094,0.1469341,0.000086067,0.001870875,0.02406902],"study_design_scores_gemma":[0.002350299,0.0003318837,0.1712576,0.0009790668,0.0006901475,0.6700009,0.00006729102,0.0004221515,0.1457397,0.00019712,0.007541283,0.0004225642],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995965,0.0006388351,0.0001484073,0.001316543,0.0001780487,0.0002915915,0.000002180666,0.00007106256,0.001388349],"genre_scores_gemma":[0.998282,0.00005619152,0.0005703229,0.0003805631,0.0001875419,0.00001879313,0.00001225926,0.00002503201,0.0004672838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3023608,"threshold_uncertainty_score":0.3771311,"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."}}