{"id":"W139473466","doi":"10.1155/2003/642159","title":"Clinical Utility of a <i>Legionella pneumophila</i> Urinary Antigen Test in a Large University Teaching Hospital","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Pneumonia; Medicine; Medical record; Legionella; Legionella pneumophila; Legionnaires' disease; Population; Internal medicine; Pediatrics; Intensive care medicine","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":[0.001434637,0.0003528057,0.0003245509,0.001077525,0.0007948375,0.001494062,0.0008108415,0.0008418394,0.003016969],"category_scores_gemma":[0.01448494,0.0005033641,0.0001743318,0.0007670731,0.0009037072,0.0007086935,0.0009119514,0.0006871881,0.0004117374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002503425,"about_ca_system_score_gemma":0.001558094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008644063,"about_ca_topic_score_gemma":0.0127057,"domain_scores_codex":[0.9975829,0.0009467193,0.000210811,0.0002850241,0.0005820391,0.0003924902],"domain_scores_gemma":[0.9879124,0.003453882,0.004021777,0.0002194368,0.001211603,0.003180881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001559045,0.00009550094,0.9947571,0.00002734812,0.00001396419,0.0005608319,0.0001232288,0.0001405278,0.0003568342,0.00001508527,0.0003873157,0.003366405],"study_design_scores_gemma":[0.00004706878,0.0005531481,0.9958268,0.00003976635,0.00001866205,0.00162032,0.0004993542,0.0009014257,0.0002348361,0.00002826523,0.0002146635,0.00001570609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985379,0.000313105,0.00008439147,0.000354944,0.000008920764,0.00002036,0.000101535,0.00001153452,0.0005673431],"genre_scores_gemma":[0.9996426,0.00006721536,0.00009412711,0.00006794661,0.00002159093,0.000005487164,0.0000580017,0.000001421258,0.00004160951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008644063,"threshold_uncertainty_score":0.01816368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006008594109837659,"score_gpt":0.2484660797638354,"score_spread":0.2424574856539977,"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."}}