{"id":"W2138356464","doi":"10.1017/s0950268805004395","title":"Molecular epidemiology of <i>Legionella pneumophila</i> environmental isolates representing nine different serogroups determined by automated ribotyping and pulsed-field gel electrophoresis","year":2005,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Pulsed-field gel electrophoresis; Genotyping; Ribotyping; Legionella pneumophila; Biology; Molecular epidemiology; Microbiology; Gel electrophoresis; Concordance; Serotype; Typing; Veterinary medicine; Polymerase chain reaction; Genotype; Genetics; Medicine; Bacteria; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009655297,0.0002466777,0.0005055051,0.00008654998,0.0001743212,0.000004445868,0.00008747671,0.0004501533,0.000008974566],"category_scores_gemma":[0.0009776478,0.0002179938,0.0001124978,0.0000660303,0.0002808119,0.00001551286,0.0001800233,0.0002711704,0.000002589216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002105709,"about_ca_system_score_gemma":0.00001144253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001784455,"about_ca_topic_score_gemma":0.00002409629,"domain_scores_codex":[0.9975632,0.0006892872,0.0005937238,0.000597969,0.00004957679,0.0005062317],"domain_scores_gemma":[0.998836,0.0004742247,0.0002680344,0.0002590572,0.000023592,0.000139085],"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":[0.0001223191,0.00005944262,0.3995704,0.0000247785,0.00007676426,0.000001083365,0.00001217743,0.0001161883,0.5958602,0.00004725051,0.001579095,0.002530272],"study_design_scores_gemma":[0.001577597,0.001893733,0.2426839,0.00005530046,0.0001121357,0.0002933259,0.00002458816,0.03946993,0.7055386,0.0007183017,0.007010445,0.0006220568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891312,0.006854354,0.001932975,0.001651715,0.0000653009,0.000195492,0.00000792184,0.00004018585,0.0001209124],"genre_scores_gemma":[0.9900948,0.008119065,0.0002049469,0.0011246,0.0001687324,0.0000275063,0.0001386022,0.00002138895,0.0001003474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1568865,"threshold_uncertainty_score":0.8889527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217382594428616,"score_gpt":0.2784485116779406,"score_spread":0.2662746857336544,"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."}}