{"id":"W2997963929","doi":"10.3390/ijerph17010332","title":"Legionnaires’ Disease Cases at a Large Community Hospital—Common and Underdiagnosed","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Legionella; Medicine; Legionnaires' disease; Outbreak; Pneumonia; Incidence (geometry); Community-acquired pneumonia; Disease; Mortality rate; Pediatrics; Emergency medicine; Internal medicine; Legionella pneumophila; Pathology; Biology","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":[0.001007862,0.00008344022,0.00011695,0.00008634231,0.0003067793,0.00008731335,0.0003042409,0.00004211558,0.00005206223],"category_scores_gemma":[0.0004809633,0.0000721632,0.00004613069,0.00004871142,0.0002987449,0.00002589019,0.0006593613,0.0004037808,0.000004544469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128256,"about_ca_system_score_gemma":0.0002244886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008338063,"about_ca_topic_score_gemma":0.00006101231,"domain_scores_codex":[0.9982095,0.0004710315,0.0002270944,0.0001462794,0.0006213118,0.0003247233],"domain_scores_gemma":[0.9986101,0.0001320037,0.00009346163,0.0001084489,0.00006581174,0.0009901592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001989265,0.003878633,0.881328,0.0001439111,0.000445676,0.000911535,0.002557998,0.000004372409,0.01732741,0.0006602049,0.03638054,0.05437245],"study_design_scores_gemma":[0.00433193,0.007739865,0.6296278,0.00008691786,0.000006036948,0.0004138231,0.005445114,0.000143205,0.001171932,0.0007222281,0.3500051,0.0003060042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490773,0.003141357,0.00006239493,0.04737062,0.00005134431,0.0001139714,0.0001107646,0.000001811,0.00007042243],"genre_scores_gemma":[0.9885885,0.00931443,0.00002614388,0.00162353,0.0002892532,0.000003669088,0.0000733563,0.00001052144,0.00007065332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3136246,"threshold_uncertainty_score":0.294273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07044789133007902,"score_gpt":0.3719403972013798,"score_spread":0.3014925058713008,"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."}}