{"id":"W2143539359","doi":"10.1128/cmr.00002-14","title":"Population-Based Epidemiology and Microbiology of Community-Onset Bloodstream Infections","year":2014,"lang":"en","type":"review","venue":"Clinical Microbiology Reviews","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":324,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Royal Inland Hospital; University of Calgary","funders":"","keywords":"Staphylococcus aureus; Streptococcus pneumoniae; Epidemiology; Medicine; Etiology; Blood culture; Population; Bacteremia; Microbiology; Intensive care medicine; Biology; Internal medicine; 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":[0.000777666,0.0007884886,0.00163123,0.003133351,0.0001910021,0.001076639,0.0009904522,0.0009377019,0.004365455],"category_scores_gemma":[0.002116686,0.0002321012,0.000679665,0.003037828,0.0003815572,0.0010004,0.0006348027,0.00103761,0.001750847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008132507,"about_ca_system_score_gemma":0.00173443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002294837,"about_ca_topic_score_gemma":0.002420561,"domain_scores_codex":[0.9996296,0.00007432725,0.00005713289,0.00007473952,0.0001312755,0.00003294392],"domain_scores_gemma":[0.9991549,0.0003502237,0.0001479449,0.00001802208,0.0002663914,0.00006246662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007356856,0.0000482399,0.001046067,0.02850068,0.0001882737,0.0001892763,0.00007381108,0.0002826806,0.000470632,0.001828827,0.02982397,0.937474],"study_design_scores_gemma":[0.00002339585,0.0001739517,0.008022671,0.02640869,0.0004939638,0.003452644,0.0001667829,0.0001374704,0.0003600885,0.00164174,0.9590688,0.00004969077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009647266,0.9990452,0.00006085633,0.0002006701,0.00009752834,0.000003771482,0.00003666865,0.000004371871,0.0004543507],"genre_scores_gemma":[0.0007810037,0.998701,0.0000967197,0.00009615951,0.0001051482,0.000004740744,0.00004537192,0.000001052789,0.0001687739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004365455,"threshold_uncertainty_score":0.01460385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1685845914228075,"score_gpt":0.4525405916336226,"score_spread":0.283956000210815,"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."}}