{"id":"W4387008831","doi":"10.14745/ccdr.v49i09a04","title":"Community Legionella outbreak linked to a cooling tower, 2022","year":2023,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Outbreak; Legionella; Environmental health; Legionnaires' disease; Legionella pneumophila; Medicine; Public health; Nursing; Virology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003148348,0.0004364648,0.0001293645,0.0004966024,0.002373441,0.0008628436,0.000376769,0.0008304561,0.002977289],"category_scores_gemma":[0.0007804221,0.0001936207,0.0001754502,0.0004773762,0.0004153198,0.0003058699,0.0006973795,0.0007804199,0.0002263543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003962131,"about_ca_system_score_gemma":0.005226746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3380411,"about_ca_topic_score_gemma":0.5267175,"domain_scores_codex":[0.9996945,0.00002886675,0.00001974061,0.00004698324,0.00009668969,0.0001133106],"domain_scores_gemma":[0.9992778,0.00005471116,0.00009261836,0.00002488034,0.0003041763,0.000245821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007182346,0.0004439189,0.9435612,0.0001203755,0.00005293109,0.02345513,0.002369546,0.0006891863,0.01298049,0.0001481627,0.006323259,0.009137636],"study_design_scores_gemma":[0.00005087454,0.000400188,0.9839506,0.00005030475,0.00002273038,0.004373128,0.0049724,0.000526678,0.00198072,0.00006230544,0.003591156,0.00001893794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924373,0.00008654556,0.0002582608,0.0004627758,0.00004454266,0.0001690391,0.001057456,0.00001998325,0.005464183],"genre_scores_gemma":[0.9962305,0.00008215284,0.0003228128,0.0003114281,0.00005245021,0.00002996988,0.001238097,0.000005734194,0.001726748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6619589,"threshold_uncertainty_score":0.6721469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02911838767006247,"score_gpt":0.2950125271382988,"score_spread":0.2658941394682363,"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."}}