{"id":"W7095488896","doi":"","title":"DOI 10.1099/jmm.0.46738-0 Molecular typing of a Legionella pneumophila","year":2006,"lang":"en","type":"article","venue":"","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Typing; Legionella pneumophila; Legionella; Genotype; Virulence; Molecular epidemiology; Legionnaires' disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006248099,0.0009038945,0.0005954485,0.002067471,0.0006795721,0.002287102,0.0007540247,0.001752427,0.8662273],"category_scores_gemma":[0.001044162,0.000486898,0.0003428272,0.001107164,0.0009276921,0.001390319,0.002074922,0.0008274383,0.8806307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112713,"about_ca_system_score_gemma":0.0003968221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002526579,"about_ca_topic_score_gemma":0.005161924,"domain_scores_codex":[0.9995643,0.00006457427,0.0000386633,0.00006702652,0.0001939064,0.00007151729],"domain_scores_gemma":[0.9988469,0.0001717724,0.00009373199,0.0003150587,0.0001794014,0.0003931014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004407075,0.0002835403,0.002886092,0.0003660377,0.00003412443,0.0005944183,0.00008361247,0.0003152553,0.01754277,0.004723953,0.4420007,0.5307288],"study_design_scores_gemma":[0.00004316685,0.00005909996,0.00619386,0.0001601863,0.0000066508,0.0007573457,0.0000313613,0.0004017708,0.002483319,0.001299114,0.9885488,0.00001529269],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004899119,0.001570377,0.00228185,0.002599808,0.0011169,0.0001193,0.007973756,0.003446009,0.9759929],"genre_scores_gemma":[0.01435802,0.0008794816,0.00273265,0.0004094153,0.0004504719,0.00003337593,0.005691985,0.0007733071,0.9746713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8662273,"threshold_uncertainty_score":0.1908105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008318390705434326,"score_gpt":0.2461562786822618,"score_spread":0.2378378879768275,"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."}}