{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006168969,0.0002605158,0.0003160091,0.0007203512,0.0008383939,0.0008962469,0.0003772878,0.000436219,0.001410288],"category_scores_gemma":[0.002870454,0.000236649,0.0001771589,0.0007269186,0.0004698842,0.0008032125,0.0006645825,0.0004081923,0.000234602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004744206,"about_ca_system_score_gemma":0.0006151103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008105024,"about_ca_topic_score_gemma":0.01489446,"domain_scores_codex":[0.9984227,0.0005616376,0.0002019695,0.0002712118,0.0003136244,0.0002287963],"domain_scores_gemma":[0.9973052,0.0003588076,0.001291556,0.0001384615,0.0003418698,0.0005640039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002871683,0.00004437403,0.9968736,0.00001136854,0.000009415243,0.0003900962,0.0003122524,0.00001314377,0.000747777,0.00001190365,0.00009827501,0.001458971],"study_design_scores_gemma":[0.000003009913,0.0001506774,0.9962001,0.00001933687,0.000008325796,0.001360736,0.001591543,0.0001159931,0.0001778286,0.00002561453,0.0003399939,0.000006729684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992878,0.0001085577,0.00007984327,0.00006773096,0.000006358473,0.00001400387,0.00006094039,0.000003618339,0.0003711912],"genre_scores_gemma":[0.9995227,0.00009612158,0.0001228087,0.00007034041,0.00001813439,0.000006352742,0.0000765389,0.000001240887,0.00008578313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008105024,"threshold_uncertainty_score":0.01611567,"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."}}