{"id":"W4379093637","doi":"10.1159/000527708","title":"Adsorption of Endotoxin and Mitigation of Sepsis","year":2023,"lang":"en","type":"review","venue":"Contributions to nephrology","topic":"Immune Response and Inflammation","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Iridian Spectral Technologies (Canada)","funders":"","keywords":"Hemoperfusion; Medicine; Sepsis; Septic shock; Polymyxin; Polymyxin B; Resuscitation; Extracorporeal; Intensive care medicine; Pharmacology; Adverse effect; Immunology; Antibiotics; Internal medicine; Microbiology; Anesthesia; Biology","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":[0.0004844481,0.0002200562,0.001334891,0.0006055985,0.0000683627,0.000003675967,0.0001589263,0.000754166,0.00009827103],"category_scores_gemma":[0.0006981035,0.0002025836,0.0002434163,0.0004436763,0.0002402299,0.00005181011,0.0001185607,0.0002459622,0.0004392597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006189824,"about_ca_system_score_gemma":0.0002123767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003220652,"about_ca_topic_score_gemma":0.00001152878,"domain_scores_codex":[0.9978936,0.0006504817,0.0009058941,0.0002558863,0.00002980279,0.0002643779],"domain_scores_gemma":[0.9981435,0.0007124238,0.0005528542,0.0003119362,0.0002588267,0.00002048822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002992659,0.0001386622,0.00001072153,0.006582557,0.002100912,0.000003332006,0.0003138461,0.000004293257,0.2497874,0.0289624,0.008990899,0.7028057],"study_design_scores_gemma":[0.0004872508,0.0002506963,0.0000837061,0.001411068,0.000698529,0.00005306858,0.00001564533,9.953427e-7,0.01114188,0.000318356,0.9853781,0.0001607203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002316945,0.9951099,0.0003117839,0.000174209,0.0003052734,0.001022491,0.0006432663,0.00005060703,0.00006557995],"genre_scores_gemma":[0.002915767,0.9948046,0.00002420765,0.0000340409,0.00003218686,0.0002187741,0.001433323,0.00002164247,0.0005154907],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9763872,"threshold_uncertainty_score":0.8261119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216539482929658,"score_gpt":0.3239563872213173,"score_spread":0.3017909923920207,"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."}}