{"id":"W2107183022","doi":"10.3201/eid1603.081689","title":"New Endemic<i>Legionella pneumophila</i>Serogroup I Clones, Ontario, Canada","year":2010,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Legionnaires' disease; Legionella pneumophila; Molecular epidemiology; Outbreak; Biology; Legionella; Typing; Genetic diversity; Serotype; Multilocus sequence typing; Population; Virology; Microbiology; Genotype; Genetics; Medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002409951,0.000241895,0.000197455,0.001194783,0.003009928,0.001418866,0.0005236242,0.0001962835,0.002059002],"category_scores_gemma":[0.0009144515,0.0002761842,0.0001590963,0.002119533,0.0005980503,0.0003507682,0.0004274099,0.000379072,0.0002311397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02058728,"about_ca_system_score_gemma":0.0199871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.987615,"about_ca_topic_score_gemma":0.9967591,"domain_scores_codex":[0.9996654,0.00001514214,0.00001216119,0.00006602683,0.0001282707,0.0001130949],"domain_scores_gemma":[0.9987897,0.0000534997,0.0001892904,0.00003753528,0.0006602745,0.0002697539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002967457,0.00005932787,0.9173611,0.0001812068,0.00004112728,0.001234159,0.006936428,0.0003261328,0.01556257,0.0007283675,0.005708485,0.05156433],"study_design_scores_gemma":[0.00001034063,0.00002198379,0.9879023,0.00003729646,0.00001268771,0.0002736202,0.001557798,0.0001691277,0.0005111479,0.00004915903,0.009446129,0.000008485121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838771,0.001567786,0.0003699946,0.0005949295,0.00001776697,0.00008269508,0.002257586,0.00003830664,0.01119388],"genre_scores_gemma":[0.9890777,0.001830822,0.001006251,0.0002578452,0.000009573499,0.00002633637,0.001913059,0.00001892341,0.005859658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02058728,"threshold_uncertainty_score":0.1493719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004971623017652574,"score_gpt":0.2266279435858489,"score_spread":0.2216563205681963,"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."}}