{"id":"W2147674196","doi":"10.1155/2011/712150","title":"Choice and Duration of Antimicrobial Therapy for Neonatal Sepsis and Meningitis","year":2011,"lang":"en","type":"article","venue":"International Journal of Pediatrics","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Sepsis; Antimicrobial; Neonatal sepsis; Meningitis; Intensive care medicine; Antibiotics; Blood culture; Pediatrics; Empiric therapy; Internal medicine; Alternative medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001154422,0.00005814918,0.0001271734,0.0001820551,0.00002113161,0.00001274318,0.0000513224,0.0000368203,0.00002827899],"category_scores_gemma":[0.00009870198,0.00004722438,0.00005979546,0.00004271136,0.00003607587,0.0001702443,0.00002030705,0.00007113015,3.755493e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001554381,"about_ca_system_score_gemma":0.00004081282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005980864,"about_ca_topic_score_gemma":0.000004835795,"domain_scores_codex":[0.9994372,0.000007254859,0.0002843128,0.0000602744,0.0001558825,0.00005513512],"domain_scores_gemma":[0.9990869,0.00007649899,0.0002593848,0.00002864659,0.0004943322,0.00005420302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00339901,0.0007571449,0.7195047,0.0003505332,0.000790741,0.0001838329,0.003694784,0.000007015982,0.09820475,0.003077224,0.005518411,0.1645119],"study_design_scores_gemma":[0.01809003,0.00386716,0.7541828,0.0002673155,0.0006856238,0.00822309,0.000293083,0.0001879693,0.1792967,0.004170342,0.03028807,0.0004478363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949853,0.0005323433,0.003218985,0.0004354283,0.0005676614,0.00008545077,0.00004305541,0.000004226845,0.0001274848],"genre_scores_gemma":[0.9918591,0.002059151,0.005230042,0.0001153242,0.0006396479,0.000001315658,0.000005823488,0.000007271909,0.00008227943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1640641,"threshold_uncertainty_score":0.1925754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569069992792013,"score_gpt":0.2905474887405157,"score_spread":0.2648567888125956,"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."}}