{"id":"W4253610652","doi":"10.1007/978-1-62703-161-5","title":"Legionella","year":2012,"lang":"en","type":"book","venue":"Methods in molecular biology","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tufts University School of Medicine; Perelman School of Medicine, University of Pennsylvania; Imperial College London; Dalhousie University; Universität zu Köln; Directorate for Biological Sciences; Robert Koch Institut; Université de Lyon; Technische Universität München; Universidade de São Paulo; Centre National de la Recherche Scientifique; Université de Poitiers; Technische Universität Braunschweig; Bundesministerium für Bildung und Forschung; Hospices Civils de Lyon; Agence Nationale de la Recherche; University of Washington; Northwestern University; Medical School, University of Michigan; McGill University; Deutsche Forschungsgemeinschaft; University of Pennsylvania; Yale University; Università degli Studi di Torino; Brigham and Women's Hospital","keywords":"Legionella; Legionnaires' disease; Pneumonia; Medicine; Mortality rate; Atypical pneumonia; Disease; Intensive care medicine; Legionella pneumophila; Biology; Pathology; Internal medicine; Bacteria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003427483,0.0006103573,0.0001616426,0.0007858014,0.0003920143,0.0004362194,0.0002345214,0.0003209132,0.05272586],"category_scores_gemma":[0.00005061942,0.0001923784,0.0002632348,0.0004389686,0.0001238306,0.0003770126,0.0003035276,0.0006616602,0.02954385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005749062,"about_ca_system_score_gemma":0.0001572111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002344245,"about_ca_topic_score_gemma":0.00492505,"domain_scores_codex":[0.9999443,0.000002522319,0.000001775862,0.00001652152,0.00002386928,0.00001098148],"domain_scores_gemma":[0.9999781,0.000002421658,0.000002611394,0.000003424844,0.000006815417,0.000006614933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002960365,0.00006130524,0.000494056,0.0009989394,0.00001330936,0.001022942,0.0001515642,0.000338691,0.6013246,0.01188466,0.2009892,0.1824246],"study_design_scores_gemma":[0.00001064045,0.00005332763,0.002170997,0.0001054893,0.000007882548,0.0008459467,0.00002581386,0.0001241724,0.03569039,0.001223363,0.9597327,0.000009223053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.03469998,0.06219531,0.01385532,0.002235268,0.003562635,0.0002034623,0.01111647,0.00456669,0.8675648],"genre_scores_gemma":[0.05414501,0.01284405,0.008763486,0.0007121087,0.0001159028,0.00006406082,0.006814721,0.0002199351,0.9163208],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05272586,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03361998223909445,"score_gpt":0.4066304466800425,"score_spread":0.373010464440948,"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."}}