{"id":"W1862199182","doi":"10.1155/2002/127953","title":"Polyclonal Intravenous Immunoglobulin for the Prophylaxis and Treatment of Infection in Critically Ill Adults","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche Médicale; Bayer HealthCare","keywords":"Medicine; Septic shock; Intensive care medicine; Sepsis; Pneumonia; Randomized controlled trial; Critically ill; Incidence (geometry); Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.00003985409,0.0001249508,0.000270546,0.0002887295,0.0001279311,0.00002339062,0.00002429171,0.00005758784,0.0001544958],"category_scores_gemma":[0.0004342456,0.00008240694,0.0001732074,0.0001874689,0.000152054,0.0000652657,0.000002570246,0.00007630167,0.000001987925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003391591,"about_ca_system_score_gemma":0.000285501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01422855,"about_ca_topic_score_gemma":0.01724843,"domain_scores_codex":[0.9992755,0.00002776395,0.0003240348,0.0001022218,0.00007069602,0.0001997905],"domain_scores_gemma":[0.9987766,0.0001701211,0.0001068355,0.0001116832,0.0004862131,0.0003486008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001511448,0.0006783842,0.8861469,0.00003801749,0.0002398479,0.00008116064,0.0002205405,0.00002414758,0.00001631391,0.00007613887,0.00008994772,0.1122374],"study_design_scores_gemma":[0.004112419,0.007223858,0.9852105,0.000159828,0.0003180234,0.0007129274,0.00006307953,0.0001321484,0.00009289294,0.0002041109,0.001689063,0.00008110132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937901,0.004509374,0.000082282,0.0005018463,0.0002211494,0.0005985334,0.00007875816,0.00000598024,0.0002119333],"genre_scores_gemma":[0.9986494,0.0009525495,0.00004126255,0.0001144618,0.0001425322,0.00004532886,0.000004088885,0.00001208586,0.00003835406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1121563,"threshold_uncertainty_score":0.9923358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292093179241233,"score_gpt":0.2466387882566983,"score_spread":0.233717856464286,"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."}}