{"id":"W2751501579","doi":"10.1093/ofid/ofx163.276","title":"Trends in Outpatient Bacteremia in British Columbia, Canada between 2010 and 2015","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Bacteremia; Ciprofloxacin; Blood culture; Streptococcus pneumoniae; Enterococcus faecalis; Enterococcus faecium; Klebsiella pneumoniae; Meropenem; Microbiology; Population; Enterococcus; Epidemiology; Coagulase; Salmonella; Staphylococcus aureus; Antibiotics; Internal medicine; Staphylococcus; Antibiotic resistance; Biology; Environmental health; Bacteria; Escherichia coli","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006046615,0.0004953631,0.0006095901,0.003138183,0.002115053,0.001903697,0.001785449,0.0005912684,0.003524641],"category_scores_gemma":[0.003384412,0.0004545882,0.0006165536,0.007436865,0.0006859406,0.0006983954,0.001035654,0.001246095,0.0004481205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04333225,"about_ca_system_score_gemma":0.04163326,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955235,"about_ca_topic_score_gemma":0.9977738,"domain_scores_codex":[0.9981159,0.00007889302,0.0002106476,0.0002911156,0.0007207944,0.0005827303],"domain_scores_gemma":[0.9939595,0.0001648727,0.001066396,0.00009366628,0.003434395,0.00128109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002227258,0.00006114706,0.9545069,0.0003894396,0.0001291002,0.0002693837,0.0007547544,0.0003392134,0.0005039569,0.0002430649,0.02102199,0.02155837],"study_design_scores_gemma":[0.00001109735,0.00002994157,0.9911039,0.0002662235,0.00004454538,0.000229645,0.001556666,0.0004438302,0.0001028853,0.00003256714,0.006151885,0.00002683205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8892463,0.01484463,0.0005471383,0.003930373,0.0001907677,0.0001726045,0.07776377,0.0002640915,0.01304039],"genre_scores_gemma":[0.9633538,0.007734528,0.0007432029,0.001360652,0.0000583952,0.00009263314,0.02190081,0.00004627602,0.004709695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04333225,"threshold_uncertainty_score":0.3143989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329185526961089,"score_gpt":0.2703585019448823,"score_spread":0.2570666466752714,"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."}}