{"id":"W2794833055","doi":"10.1097/inf.0000000000002008","title":"Simplified Treatment of Possible Severe Bacterial Infection in Young Infants When Referral Is Not Feasible. What Happened There? What Are the Implications Here?","year":2018,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"Medicine; Referral; Intensive care medicine; Gentamicin; Antibiotics; Penicillin; Gold standard (test); Pediatrics; Family medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003187524,0.0003184619,0.0003926427,0.0003258216,0.0007551929,0.0005744309,0.0001810042,0.0001214846,0.0005934013],"category_scores_gemma":[0.00008913838,0.0001809855,0.0003314313,0.0005552502,0.000165987,0.001382407,0.00007702634,0.000351554,0.0000802474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003933501,"about_ca_system_score_gemma":0.0003815564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001458172,"about_ca_topic_score_gemma":0.001589251,"domain_scores_codex":[0.9980689,0.0002214807,0.0006241345,0.0002866994,0.0003579768,0.0004407659],"domain_scores_gemma":[0.9980282,0.0001447822,0.0005382131,0.0005685928,0.0004080781,0.0003121972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001227424,0.0008434161,0.9886326,0.00005603553,0.0001991404,0.00002031132,0.0016563,0.00003354009,0.0005209905,0.0000440349,0.0004567357,0.006309464],"study_design_scores_gemma":[0.003196163,0.0008143529,0.9888471,0.0001490014,0.0007748522,0.001742253,0.0007905238,0.00004454135,0.0004581076,0.002492517,0.0004642206,0.0002264108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922381,0.0008433844,0.00005843618,0.003549275,0.00190351,0.0008217937,0.00004214309,0.00006587009,0.0004774851],"genre_scores_gemma":[0.9810851,0.01517826,0.00001277579,0.0005166254,0.002703508,0.00009145211,0.00001432747,0.00003957969,0.0003583259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01433487,"threshold_uncertainty_score":0.7380376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02968475502955419,"score_gpt":0.2948846657439531,"score_spread":0.2651999107143989,"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."}}