{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001171526,0.0005257344,0.00094183,0.002079837,0.000992798,0.001220113,0.0005779807,0.0009914185,0.002909895],"category_scores_gemma":[0.002833098,0.000462048,0.001330398,0.002267362,0.0007232036,0.0009916306,0.0009752882,0.0006327535,0.0004190924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006271901,"about_ca_system_score_gemma":0.0004091549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007110456,"about_ca_topic_score_gemma":0.007475446,"domain_scores_codex":[0.9982717,0.0006840776,0.0001517802,0.0004454355,0.0002366089,0.0002104708],"domain_scores_gemma":[0.9986818,0.0004419358,0.000299313,0.0001270284,0.0002715734,0.0001783745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009883797,0.0003197647,0.9937796,0.00004111101,0.0006149661,0.0003143798,0.000546339,0.00006742884,0.0006072514,0.0000662926,0.00009011829,0.002564234],"study_design_scores_gemma":[0.00002944323,0.001586307,0.995523,0.000008979661,0.0002640033,0.0007520684,0.001437161,0.0001720454,0.0000561375,0.00003133582,0.0001249371,0.00001457831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992992,0.0001459729,0.0001045923,0.000007946613,0.000003010077,0.000008469911,0.0001434942,0.000001572398,0.0002857615],"genre_scores_gemma":[0.9993291,0.0001747374,0.0000776598,0.00001690312,0.000008884041,0.00001073594,0.0002584716,0.000002154406,0.0001212813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007110456,"threshold_uncertainty_score":0.0141381,"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."}}