{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002886692,0.0003409043,0.001648099,0.001038776,0.0003467881,0.0007201284,0.0006503726,0.001284364,0.00138903],"category_scores_gemma":[0.01529397,0.0002189795,0.0008835575,0.00101846,0.0003777033,0.001105989,0.0003338423,0.001296795,0.0003994122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006079997,"about_ca_system_score_gemma":0.0008701725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006757482,"about_ca_topic_score_gemma":0.001108242,"domain_scores_codex":[0.9965163,0.001603479,0.000917124,0.0001964823,0.0006515632,0.0001150468],"domain_scores_gemma":[0.9929706,0.004177059,0.001987589,0.0001286202,0.0003552642,0.0003809296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007175555,0.001829163,0.1675558,0.01682806,0.001368888,0.002430256,0.0006208867,0.001288337,0.006708778,0.001765835,0.0140289,0.7783994],"study_design_scores_gemma":[0.002525828,0.01247906,0.682474,0.06544851,0.005950432,0.03286508,0.002276891,0.003600384,0.01535798,0.007294771,0.1693955,0.0003315697],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07972181,0.9059479,0.002181434,0.005142663,0.001141633,0.00009757803,0.0002346271,0.00004313171,0.005489202],"genre_scores_gemma":[0.5738092,0.4043551,0.01424093,0.004435792,0.001695681,0.0003191853,0.0003599813,0.00003958975,0.0007446001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002886692,"threshold_uncertainty_score":0.01526648,"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."}}