{"id":"W2028080467","doi":"10.1186/1471-2334-9-68","title":"Laboratory-based evaluation of legionellosis epidemiology in Ontario, Canada, 1978 to 2006","year":2009,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Mount Sinai Hospital; Institute for Clinical Evaluative Sciences; Public Health Ontario; Hospital for Sick Children","funders":"National Institute of Allergy and Infectious Diseases; Government of Ontario","keywords":"Epidemiology; Medical microbiology; Parasitology; Tropical medicine; Medicine; Veterinary medicine; Pathology; Geography; Environmental health; Family medicine; Virology","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0009520071,0.0005025336,0.0003504837,0.00227444,0.001280407,0.0007706158,0.001228857,0.0002321452,0.001110713],"category_scores_gemma":[0.003607188,0.0003147694,0.0004288555,0.004450399,0.0005380433,0.0003797044,0.0006066206,0.0002887138,0.0001703373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03758229,"about_ca_system_score_gemma":0.03268432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924951,"about_ca_topic_score_gemma":0.9949686,"domain_scores_codex":[0.998904,0.00006582949,0.00008000785,0.0001343755,0.0006046325,0.0002110994],"domain_scores_gemma":[0.9945463,0.0001980972,0.001336761,0.00007329373,0.003338197,0.0005073668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006236327,0.00001578813,0.9948837,0.00009688,0.0000292013,0.00007761265,0.0004641624,0.0002580751,0.0002077797,0.00003133416,0.0007996218,0.003073415],"study_design_scores_gemma":[0.000003207069,0.00002103074,0.9985363,0.00001856693,0.00001195473,0.00004039456,0.0002761481,0.0002273745,0.00006196611,0.000004669062,0.0007945616,0.000003740711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976553,0.002715482,0.0006447628,0.0003615988,0.00001937426,0.0002224722,0.01524235,0.00007915995,0.004161817],"genre_scores_gemma":[0.992488,0.001193472,0.0005914028,0.00007799076,0.00001181705,0.00005061943,0.004370278,0.000009028111,0.00120728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9996495,"threshold_uncertainty_score":0.2726799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02495394313182272,"score_gpt":0.31355953926068,"score_spread":0.2886055961288573,"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."}}