{"id":"W2888809861","doi":"10.1097/inf.0000000000002182","title":"Minimum Duration of Antibiotic Treatment Based on Blood Culture in Rule Out Neonatal Sepsis","year":2018,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; McMaster Children's Hospital","funders":"","keywords":"Neonatal sepsis; Sepsis; Blood culture; Antibiotics; Medicine; Duration (music); Intensive care medicine; Pediatrics; Internal medicine; Microbiology; Biology; Art","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":[0.003040488,0.0003403335,0.0004889565,0.001371536,0.0002078726,0.000626279,0.0006455533,0.0004091725,0.0009117328],"category_scores_gemma":[0.01219051,0.0002361464,0.0006309628,0.000994891,0.0002111045,0.0005225159,0.0003455963,0.0007322392,0.0001963896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007223248,"about_ca_system_score_gemma":0.001137133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00249682,"about_ca_topic_score_gemma":0.002735028,"domain_scores_codex":[0.9984198,0.0004691198,0.000310393,0.0001688662,0.0004864704,0.0001453515],"domain_scores_gemma":[0.9882624,0.005414161,0.004602772,0.0002498274,0.0008811788,0.0005897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006436484,0.00002897766,0.9892349,0.00009165167,0.00004156578,0.0001507326,0.00004710838,0.0004122252,0.0003297531,0.00002377154,0.0002673186,0.008728342],"study_design_scores_gemma":[0.00002581768,0.0006816785,0.9910815,0.0001733437,0.000117094,0.001781095,0.0001547814,0.003643828,0.001521854,0.0001039349,0.000698751,0.00001634153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894742,0.005739688,0.002780638,0.0002307014,0.00004183731,0.00003366471,0.0007587465,0.00004964117,0.0008908575],"genre_scores_gemma":[0.9968753,0.0009436312,0.001623233,0.00003014463,0.00001929255,0.00002057333,0.0004085145,0.000008290224,0.00007108654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003040488,"threshold_uncertainty_score":0.01607984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009834794279437648,"score_gpt":0.2647320910501361,"score_spread":0.2548972967706985,"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."}}