{"id":"W4390744437","doi":"10.1017/s0950268824000013","title":"Estimating the burden of illness caused by domestic waterborne Legionnaires’ disease in Canada: 2015–2019","year":2024,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; Public Health Agency of Canada","funders":"Health Canada; Centers for Disease Control and Prevention; Public Health Agency; Public Health Agency of Canada","keywords":"Legionnaires' disease; Legionella; Medicine; Legionella pneumophila; Incidence (geometry); Pneumonia; Disease surveillance; Epidemiology; Environmental health; Emergency medicine; Pediatrics; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001226722,0.0005828876,0.0004515333,0.002148577,0.001151677,0.00156545,0.001131629,0.0003960659,0.001729009],"category_scores_gemma":[0.00464427,0.0003199546,0.001256427,0.003515275,0.0003673499,0.0004834809,0.0009184697,0.0008180536,0.0002319021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04740262,"about_ca_system_score_gemma":0.0538091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9967618,"about_ca_topic_score_gemma":0.9962593,"domain_scores_codex":[0.9990152,0.0001173923,0.00007952486,0.0001557707,0.0003998156,0.0002322057],"domain_scores_gemma":[0.9965767,0.0002060497,0.0004114348,0.00007956661,0.002300615,0.0004255993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001142745,0.00004460056,0.9460094,0.000299165,0.0005649183,0.000130931,0.0002040762,0.02092602,0.0002181971,0.001343269,0.01364555,0.01649958],"study_design_scores_gemma":[0.00003423313,0.00006107344,0.8964794,0.0004267132,0.0003502819,0.0001647458,0.001165652,0.0866636,0.0004187974,0.0007285225,0.01344268,0.00006432292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.83205,0.008406384,0.008673877,0.006105815,0.0001830364,0.0002496548,0.1322008,0.0002816552,0.01184881],"genre_scores_gemma":[0.9673389,0.00263653,0.004206827,0.000343075,0.00003689554,0.00004541285,0.02362669,0.00002121972,0.001744447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04740262,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425550217807899,"score_gpt":0.300013417759937,"score_spread":0.285757915581858,"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."}}