{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006640604,0.0001002036,0.0002668164,0.000136222,0.00009232097,0.000005959341,0.0001536496,0.0002347717,0.00002802296],"category_scores_gemma":[0.00146694,0.00008985758,0.0001432917,0.00008202135,0.0004415925,0.000006176276,0.00004022727,0.0003598942,8.717811e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002393677,"about_ca_system_score_gemma":0.001603895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006911395,"about_ca_topic_score_gemma":0.00239842,"domain_scores_codex":[0.9988233,0.0003005165,0.0003278257,0.000187625,0.00005406138,0.0003066498],"domain_scores_gemma":[0.9988418,0.00009259142,0.0001296132,0.0001158877,0.00009999864,0.0007201515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004297994,0.000374943,0.9928594,0.00002128864,0.0000466383,0.0004328659,0.00003498851,3.416262e-7,0.002827463,0.000120738,0.002372564,0.0008658111],"study_design_scores_gemma":[0.00569498,0.004692038,0.6844628,0.0002081211,0.00006903397,0.002788624,0.0006318874,0.00001951143,0.0006280431,0.0002718184,0.3001258,0.0004073144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965851,0.002067206,0.00006187891,0.0003085156,0.0002431045,0.00007788739,0.00007885833,0.000001458028,0.0005760204],"genre_scores_gemma":[0.9982224,0.001364008,0.00001457062,0.0002288326,0.0001155576,2.584499e-7,0.00001396378,0.000006665919,0.00003370916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3083966,"threshold_uncertainty_score":0.3664286,"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."}}