{"id":"W1971047528","doi":"10.1086/653207","title":"Development of a Novel Electronic Surveillance System for Monitoring of Bloodstream Infections","year":2010,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Concordance; Medicine; Medical record; Electronic surveillance; Chart; Electronic health record; Isolation (microbiology); Pediatrics; Health care; Intensive care medicine; Emergency medicine; Internal medicine; Computer science; Bioinformatics","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":[0.005797685,0.0004507214,0.0005713761,0.001683977,0.0002712267,0.001127583,0.001246604,0.0007651526,0.00176459],"category_scores_gemma":[0.007850476,0.0002986897,0.0003888117,0.0007904875,0.0002736627,0.001936131,0.0008854522,0.0006181846,0.0006788827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005491352,"about_ca_system_score_gemma":0.001205233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056871,"about_ca_topic_score_gemma":0.0007841943,"domain_scores_codex":[0.9973612,0.000729798,0.000469846,0.0005699979,0.0007810927,0.00008790758],"domain_scores_gemma":[0.9916981,0.002174806,0.0007239389,0.0007759431,0.004227618,0.0003995078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001591254,0.001372096,0.1370756,0.0005508233,0.0002186713,0.000538323,0.0004001303,0.003488539,0.05638834,0.00220617,0.01107868,0.7850915],"study_design_scores_gemma":[0.002295406,0.01192654,0.2400575,0.0008226735,0.001195235,0.008681544,0.0005682131,0.4070777,0.1793554,0.002930318,0.1446988,0.0003905532],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.342228,0.001174207,0.625504,0.001967207,0.0007507861,0.004169791,0.00287162,0.01419948,0.007134896],"genre_scores_gemma":[0.3157806,0.0004971718,0.6749434,0.0006958509,0.0003145346,0.00179055,0.003624866,0.00009107855,0.002261906],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005797685,"threshold_uncertainty_score":0.03066146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02599701869529327,"score_gpt":0.3327208848711572,"score_spread":0.3067238661758639,"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."}}