{"id":"W2074361512","doi":"10.1186/1471-2334-12-85","title":"The distinct category of healthcare associated bloodstream infections","year":2012,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada; Calgary Laboratory Services; University of Calgary; Alberta Health Services","funders":"","keywords":"Medical microbiology; Parasitology; Tropical medicine; Bloodstream infection; Medicine; Health care; Microbiology; Intensive care medicine; Biology; Immunology; Pathology","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":[0.0003353588,0.0003298576,0.0002715776,0.001169331,0.0003415502,0.0006602738,0.0003999627,0.0002852415,0.001749142],"category_scores_gemma":[0.001869118,0.0000584416,0.000256906,0.001732616,0.0005509219,0.0002542754,0.0005632981,0.0003190761,0.0002368693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001121681,"about_ca_system_score_gemma":0.00268151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02998481,"about_ca_topic_score_gemma":0.05016604,"domain_scores_codex":[0.9994197,0.0000591642,0.00006629716,0.00007086066,0.0002511256,0.0001329695],"domain_scores_gemma":[0.9978035,0.0001378583,0.001075228,0.00006540983,0.0005460099,0.0003719067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009696033,0.00003818016,0.9827727,0.00008887429,0.00002914711,0.0001771704,0.0001605101,0.00005358085,0.0005924752,0.0002312278,0.001066785,0.01469223],"study_design_scores_gemma":[0.000007346301,0.0000630323,0.9955603,0.00005532678,0.00001674108,0.001695712,0.0002646596,0.0001931606,0.0001806771,0.0001955677,0.001762956,0.000004513528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854976,0.003445269,0.00109135,0.0003101409,0.000054544,0.0001554832,0.00249678,0.00003108555,0.006917797],"genre_scores_gemma":[0.9960515,0.0007764327,0.0009423268,0.0001160112,0.00003564978,0.00003865406,0.001667265,0.000002870777,0.0003692732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02998481,"threshold_uncertainty_score":0.05962056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155423711316576,"score_gpt":0.2743445694800524,"score_spread":0.2588021983483948,"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."}}