{"id":"W2972691823","doi":"10.1007/s15010-019-01356-9","title":"Bloodstream infection due to β-hemolytic streptococci: a population-based comparative analysis","year":2019,"lang":"en","type":"article","venue":"Infection","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Inland Hospital","funders":"","keywords":"Streptococcus pyogenes; Incidence (geometry); Medicine; Case fatality rate; Epidemiology; Streptococcus; Population; Internal medicine; Group B; Group A; Bacteremia; Pediatrics; Microbiology; Biology; Staphylococcus aureus; Antibiotics; Bacteria; Environmental health","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009579765,0.0002442677,0.0005204041,0.0009024244,0.0001351493,0.0000518094,0.00002447836,0.0001354017,0.001337414],"category_scores_gemma":[0.00004377589,0.0002222031,0.0003645381,0.002128966,0.00001535902,0.0001494732,0.0000173132,0.0001673302,0.001026926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000409288,"about_ca_system_score_gemma":0.00006900679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009587723,"about_ca_topic_score_gemma":0.001505315,"domain_scores_codex":[0.998655,0.00006529965,0.0003403507,0.0004556358,0.000234702,0.0002490231],"domain_scores_gemma":[0.9989562,0.00009228969,0.0001346185,0.0004228434,0.0001996786,0.00019435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008329851,0.0006563957,0.9844038,0.00002951076,0.0008852825,0.000005654398,0.00005633488,0.0111467,0.0005313665,0.0000759005,0.00007922661,0.002046508],"study_design_scores_gemma":[0.001578112,0.0008879845,0.9852726,0.00005822332,0.001368178,0.00002216996,0.000009606439,0.006273109,0.003583948,0.00004365695,0.0007051841,0.0001972597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892534,0.000006088823,0.003019208,0.00009286707,0.0003382416,0.001670825,0.00001160312,0.0002714433,0.00533635],"genre_scores_gemma":[0.9983937,0.000001697827,0.0002656178,0.0001726274,0.0001088648,0.0001849013,0.0003005731,0.00001684992,0.0005552057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009140288,"threshold_uncertainty_score":0.9997509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02218511546281147,"score_gpt":0.3302047767165276,"score_spread":0.3080196612537161,"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."}}