{"id":"W1641629353","doi":"10.1139/w11-039","title":"Matrix-assisted laser desorption ionization time-of-flight mass spectrometry and database for identification of <i>Legionella</i> species <sup>1</sup>This study was presented in part at the 110th American Society for Microbiology Annual Meeting, 23–27 May 2010, San Diego, California.","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vanderbilt University Medical Center","keywords":"Legionella; Legionella pneumophila; Microbiology; Biology; Legionnaires' disease; Bacteria; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001593557,0.0005761901,0.0006220689,0.002131712,0.0004460143,0.0005752748,0.0007075992,0.0004927663,0.002452719],"category_scores_gemma":[0.003348062,0.0002527835,0.0003024381,0.001793021,0.0001790946,0.000681794,0.0006151341,0.0004338099,0.00153629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004208971,"about_ca_system_score_gemma":0.0007955146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009847099,"about_ca_topic_score_gemma":0.0015383,"domain_scores_codex":[0.998503,0.0003850409,0.0001994209,0.0002719046,0.0005635089,0.00007720241],"domain_scores_gemma":[0.9990354,0.0001851966,0.0002599091,0.0001298041,0.0002951741,0.00009465262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009682849,0.0002328791,0.01282658,0.0004956077,0.00009541439,0.0003549235,0.0001814967,0.0006070625,0.8965226,0.0006120218,0.005870246,0.08123282],"study_design_scores_gemma":[0.0002406462,0.001643145,0.1367856,0.0002517325,0.0002194239,0.007495913,0.0004396774,0.04357756,0.7389906,0.002139228,0.06804571,0.0001707028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7785373,0.01309154,0.1529594,0.001506059,0.0005335168,0.001278201,0.03697041,0.002963387,0.01216008],"genre_scores_gemma":[0.6704805,0.00412085,0.2749012,0.000703565,0.0001162485,0.0007863786,0.04332326,0.0003545637,0.005213398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002452719,"threshold_uncertainty_score":0.00842768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057280751433735,"score_gpt":0.2425863739951773,"score_spread":0.22201356648084,"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."}}