{"id":"W4387674409","doi":"10.1038/s41390-023-02836-3","title":"Association of delayed adequate antimicrobial treatment and organ dysfunction in pediatric bloodstream infections","year":2023,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; BC Children's Hospital; Hospital for Sick Children; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Children's Hospital of Eastern Ontario; Institute for Clinical Evaluative Sciences; McGill University; Health Sciences Centre; SickKids Foundation; University of Toronto; Sunnybrook Health Science Centre; University of British Columbia; Public Health Ontario","funders":"","keywords":"Medicine; Interquartile range; Antimicrobial; Organ dysfunction; Internal medicine; Retrospective cohort study; Bacteremia; Blood culture; Cohort; Antibiotics; Sepsis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001174949,0.0002991622,0.0004339537,0.000904898,0.0003925874,0.0009866139,0.0004571756,0.000662399,0.002341426],"category_scores_gemma":[0.009718227,0.0002575004,0.0006160018,0.001414155,0.0004539138,0.0007266966,0.0006091717,0.002016456,0.0001123721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006588647,"about_ca_system_score_gemma":0.001609761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004716824,"about_ca_topic_score_gemma":0.004543905,"domain_scores_codex":[0.9985387,0.0003798827,0.0002222041,0.0001695985,0.0003203794,0.0003692481],"domain_scores_gemma":[0.9906721,0.002368066,0.004905197,0.0002560786,0.0008106549,0.0009879476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000953297,0.00003911924,0.9974637,0.000018061,0.000031986,0.0002409525,0.00004525598,0.00003692808,0.00005760348,0.00004773666,0.0001064512,0.001816843],"study_design_scores_gemma":[0.000006102407,0.0001419925,0.9966773,0.00004334736,0.00005199809,0.001836929,0.0004305702,0.0002678852,0.0001115862,0.00007202275,0.0003553107,0.000005036673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952775,0.002863789,0.0001536074,0.0004046665,0.00004062334,0.000005543016,0.0002130648,0.000004843999,0.001036549],"genre_scores_gemma":[0.9987209,0.0008162418,0.0001429061,0.0000509798,0.00004164598,0.000004273737,0.0001288129,0.000002113749,0.00009203226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004716824,"threshold_uncertainty_score":0.009378731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1057134720305361,"score_gpt":0.3957205630181242,"score_spread":0.2900070909875881,"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."}}