{"id":"W2321848360","doi":"10.1097/inf.0000000000001063","title":"Variation in Current Management of Term and Late-preterm Neonates at Risk for Early-onset Sepsis","year":2016,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital","funders":"","keywords":"Medicine; Antibiotic therapy; Sepsis; Risk assessment; Intensive care medicine; Risk management; Pediatrics; Emergency medicine; Antibiotics; Internal medicine","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":[0.009190988,0.0001146416,0.0002393334,0.0009638333,0.0002511446,0.0009792793,0.0005773547,0.0007657442,0.0005988642],"category_scores_gemma":[0.053115,0.0001510247,0.0002867715,0.0009944035,0.0004797415,0.0008523969,0.001038424,0.000605432,0.0001297618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208154,"about_ca_system_score_gemma":0.001361274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00534093,"about_ca_topic_score_gemma":0.00491334,"domain_scores_codex":[0.9879758,0.006292617,0.002613956,0.0007637098,0.0018959,0.0004580352],"domain_scores_gemma":[0.9666728,0.0173212,0.01046065,0.0008043972,0.003305678,0.001435213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007007711,0.00003552612,0.9714059,0.0002293565,0.00007293207,0.0002212304,0.003728238,0.0003860687,0.0001983532,0.0002102555,0.001125775,0.02231624],"study_design_scores_gemma":[0.000007691263,0.0001433174,0.9854532,0.0005054966,0.00002876762,0.001122269,0.008940974,0.0009596378,0.0002082739,0.0002909069,0.002315114,0.00002445092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929732,0.002140073,0.0006734807,0.002091912,0.00003075289,0.00002908007,0.0003240762,0.00001623312,0.001721205],"genre_scores_gemma":[0.9984388,0.0006643336,0.0004922834,0.0002089153,0.000007375998,0.0000138383,0.0001422376,0.000002493347,0.00002971538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009190988,"threshold_uncertainty_score":0.04860717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008609786248259317,"score_gpt":0.258886635568044,"score_spread":0.2502768493197847,"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."}}