{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006800324,0.00008959983,0.0001467008,0.00003548659,0.00007526233,0.000005414106,0.00006010562,0.00008146327,0.000008897759],"category_scores_gemma":[0.0006031004,0.00005919862,0.00003149537,0.00008656005,0.0001339914,0.000006158037,0.00005437234,0.0001531388,0.000002191563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004121155,"about_ca_system_score_gemma":0.0003098055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.535577,"about_ca_topic_score_gemma":0.0561305,"domain_scores_codex":[0.9989917,0.0002957442,0.0002273129,0.0002313151,0.00004721563,0.0002067548],"domain_scores_gemma":[0.9995236,0.0002052017,0.00004196685,0.0001403508,0.00002420281,0.00006463528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002899123,0.0000788328,0.6183739,0.0007792599,0.0002623304,0.00007605984,0.0006639609,0.04852239,0.08750287,0.0008722392,0.2216408,0.02093747],"study_design_scores_gemma":[0.001623281,0.0005685238,0.638958,0.0006192602,0.0001491702,0.0001127862,0.0002017549,0.2374745,0.01422386,0.005505673,0.09958895,0.0009742407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881397,0.005280319,0.001480069,0.004512252,0.0003970734,0.000123785,0.00001438415,0.000006261725,0.00004617488],"genre_scores_gemma":[0.998733,0.0005795541,0.00001315603,0.0001298233,0.0002390519,0.00002192082,0.00007182667,0.000007852897,0.0002037822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4794465,"threshold_uncertainty_score":0.9610927,"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."}}