{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004005003,0.000335882,0.0002258938,0.0004692493,0.0002736708,0.0005266613,0.0003312654,0.0003722732,0.002779668],"category_scores_gemma":[0.007328663,0.0002142929,0.0003572951,0.0004994539,0.0001329059,0.0004405681,0.0004350494,0.0007270579,0.000209015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004765291,"about_ca_system_score_gemma":0.0006256078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004005983,"about_ca_topic_score_gemma":0.004845398,"domain_scores_codex":[0.9994326,0.0001388509,0.00008608845,0.000120397,0.0001105931,0.0001114215],"domain_scores_gemma":[0.9901381,0.001734641,0.006777811,0.0001281245,0.0004801506,0.0007412131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001645201,0.00005761842,0.995638,0.00006610074,0.00008088389,0.0002095775,0.0000816036,0.0001358964,0.0001698603,0.00001943001,0.0003932213,0.00298327],"study_design_scores_gemma":[0.00001318766,0.0002142195,0.9964985,0.00006353658,0.00004086439,0.001583302,0.0003125535,0.0004635966,0.00018769,0.00003376221,0.0005811728,0.000007691882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981177,0.0007494746,0.0001170992,0.0001680679,0.00002302553,0.00001079537,0.0003526196,0.00000735031,0.0004538183],"genre_scores_gemma":[0.9991141,0.000281555,0.0001070599,0.00004695524,0.00003370352,0.000007750996,0.0003025464,0.00000201479,0.0001043371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004005983,"threshold_uncertainty_score":0.009298921,"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."}}