{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001508636,0.0004954516,0.0006001483,0.000301275,0.00005336249,0.00001865854,0.000687053,0.001678066,0.0001087438],"category_scores_gemma":[0.0002367461,0.0004766079,0.000318437,0.000127091,0.000386796,0.000001913797,0.0006042953,0.0007515912,0.00009164954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009218352,"about_ca_system_score_gemma":0.0004493862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002000479,"about_ca_topic_score_gemma":0.00001282397,"domain_scores_codex":[0.9966657,0.0009639164,0.0004824539,0.0008877381,0.0001521113,0.0008481501],"domain_scores_gemma":[0.998493,0.00007435438,0.0001746784,0.0009756555,0.00009538833,0.0001869691],"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":[0.00007416317,0.00008837337,0.0004267993,0.00007299509,0.0001639132,0.00005792495,0.00002699644,0.000007822267,0.954927,0.009354115,0.01648587,0.01831407],"study_design_scores_gemma":[0.0004981517,0.0001965485,0.00002326587,0.00003348933,0.00003207567,0.00005227075,0.000005894297,0.000006447649,0.1208388,0.009925854,0.8678227,0.00056451],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004376417,0.02283985,0.4557785,0.0002441387,0.001159384,0.0007389942,0.0000442909,0.0000346351,0.5187225],"genre_scores_gemma":[0.0005821525,0.001773757,0.3189634,0.001190705,0.001588861,0.0001398785,0.00139068,0.0002407591,0.6741298],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8513368,"threshold_uncertainty_score":0.9997686,"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."}}