{"id":"W2905080954","doi":"10.1186/s12887-018-1349-7","title":"Point-of-care testing for procalcitonin in identifying bacterial infections in young infants: a diagnostic accuracy study","year":2018,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children; Public Health Agency","keywords":"Procalcitonin; Medicine; Emergency department; Point-of-care testing; Microbiological culture; Blood culture; Internal medicine; Point of care; Prospective cohort study; Pediatrics; Emergency medicine; Intensive care medicine; Immunology; Sepsis; Antibiotics; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0002731528,0.0001329081,0.0002635572,0.0004661763,0.00008249616,0.0000313321,0.00007257161,0.00007304804,0.00001990868],"category_scores_gemma":[0.01094345,0.0001250138,0.00005923372,0.0009184357,0.00003660318,0.0002298482,0.00008861698,0.0001632897,0.00001270046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110894,"about_ca_system_score_gemma":0.0002070363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420017,"about_ca_topic_score_gemma":0.007038355,"domain_scores_codex":[0.998825,0.00004287241,0.0004867958,0.0002399302,0.0001539104,0.0002514887],"domain_scores_gemma":[0.9979153,0.001416081,0.0001480489,0.0001651747,0.0002906389,0.00006472378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001238361,0.0005365728,0.9960042,0.000461614,0.000005897927,0.00001118064,0.001345939,0.000009749649,0.0005774173,0.00001870355,0.00002803528,0.0008769162],"study_design_scores_gemma":[0.003397196,0.001667811,0.9923742,0.0002017806,0.0001182135,0.0000526942,0.001236489,0.0001080408,0.0004844465,0.0001459577,0.00006155352,0.000151662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958305,0.00009365136,0.001150459,0.00001093644,0.0009108472,0.001636487,0.0000276508,0.00005543171,0.0002840438],"genre_scores_gemma":[0.9966297,0.00001736714,0.001956693,0.00001180984,0.001003582,0.0003075503,0.00001905822,0.00002153006,0.0000327477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0106703,"threshold_uncertainty_score":0.9973878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04050657553872384,"score_gpt":0.3462810011737644,"score_spread":0.3057744256350405,"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."}}