{"id":"W2764337986","doi":"10.1093/pch/pxx086.095","title":"PROTOCOL FOR REDUCING TIME TO ANTIBIOTICS IN FEBRILE NEONATES PRESENTING TO THE EMERGENCY DEPARTMENT: A QUALITY IMPROVEMENT INITIATIVE","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Triage; Emergency medicine; Antibiotics; Sepsis; Protocol (science); Concomitant; Pediatrics; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07369409,0.001699547,0.001378197,0.002750553,0.003203762,0.003081225,0.004143943,0.002353444,0.004197589],"category_scores_gemma":[0.07314514,0.001058797,0.003585745,0.002827365,0.001479141,0.00273072,0.006472256,0.004904381,0.0008973979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01025841,"about_ca_system_score_gemma":0.06339505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005628285,"about_ca_topic_score_gemma":0.01229714,"domain_scores_codex":[0.93279,0.03560795,0.01374802,0.002852093,0.01190362,0.003098276],"domain_scores_gemma":[0.8972433,0.01546069,0.02646417,0.007249067,0.02843293,0.02514987],"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":[0.007570454,0.07718597,0.107814,0.01116975,0.00176126,0.0006874289,0.00624503,0.00392128,0.004785071,0.002830901,0.1366275,0.6394014],"study_design_scores_gemma":[0.03793575,0.06698029,0.7477337,0.01210447,0.002233441,0.0006490338,0.005992043,0.008348774,0.006286162,0.00277383,0.1083031,0.0006594149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1880505,0.003283974,0.04111852,0.09137688,0.004508244,0.6444326,0.006403383,0.002091933,0.01873397],"genre_scores_gemma":[0.1944768,0.003127073,0.3588647,0.02053863,0.001111814,0.4137129,0.004751739,0.0001097289,0.003306639],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07369409,"threshold_uncertainty_score":0.3897362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1166072295488468,"score_gpt":0.4400139350052463,"score_spread":0.3234067054563995,"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."}}