{"id":"W2589887932","doi":"10.1097/ccm.0000000000002264","title":"Delays From First Medical Contact to Antibiotic Administration for Sepsis*","year":2017,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute of General Medical Sciences","keywords":"Interquartile range; Medicine; Emergency department; Sepsis; Emergency medicine; Odds ratio; Retrospective cohort study; Emergency medical services; Community hospital; Internal medicine; Nursing","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001914444,0.0002291557,0.0006062295,0.00006505667,0.0004062578,0.00005075153,0.0002148675,0.0002020148,0.00118866],"category_scores_gemma":[0.01144125,0.0001646106,0.0001373509,0.00004279661,0.000266712,0.00006965432,0.00005766881,0.0001604651,0.00009171309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001298564,"about_ca_system_score_gemma":0.0001728986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003898966,"about_ca_topic_score_gemma":0.0005823483,"domain_scores_codex":[0.9980912,0.00002154536,0.000381175,0.0004871421,0.0006523807,0.000366528],"domain_scores_gemma":[0.9967909,0.001035099,0.00005182412,0.0007399802,0.0004251676,0.0009570416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002483414,0.002350897,0.7407683,0.002089947,0.0006652715,0.003918896,0.003413852,5.351167e-7,0.001423471,0.03010607,0.1306139,0.08216555],"study_design_scores_gemma":[0.0138159,0.01423695,0.8926504,0.004765867,0.002304815,0.000125549,0.003583062,0.0002953106,0.01077259,0.0008492187,0.05604702,0.0005533514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.63929,0.002304292,0.002126787,0.3452034,0.001814453,0.001427258,0.0001867969,0.0001105235,0.007536503],"genre_scores_gemma":[0.9891379,0.00005210131,0.001027826,0.007780212,0.001539394,0.00008760241,0.0002892588,0.00003191082,0.00005380378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3498479,"threshold_uncertainty_score":0.9997244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1119429886384865,"score_gpt":0.4375712385877757,"score_spread":0.3256282499492892,"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."}}