{"id":"W7018860242","doi":"","title":"Digital droplet PCR assay reveals an unexpected high prevalence of Legionella longbeachae in soils of Quebec, Canada: A possible emerging risk","year":2019,"lang":"en","type":"article","venue":"","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"","keywords":"Legionella; Digital polymerase chain reaction; Legionella pneumophila; Real-time polymerase chain reaction; Bacteria; Polymerase chain reaction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002006321,0.0002902986,0.0002355828,0.0009272223,0.001232986,0.001228362,0.0005083593,0.0005478692,0.001880172],"category_scores_gemma":[0.0004973981,0.000125645,0.00009247332,0.001191688,0.000572623,0.0001749352,0.0002368357,0.0002808566,0.000315246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004838041,"about_ca_system_score_gemma":0.003751379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9197848,"about_ca_topic_score_gemma":0.9585602,"domain_scores_codex":[0.9995553,0.00001620146,0.00001188582,0.00008942249,0.0001891605,0.0001380606],"domain_scores_gemma":[0.9994368,0.00004906222,0.00006978243,0.00001395735,0.00035606,0.00007422884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000173769,0.00007377866,0.6695879,0.0001416328,0.00003767706,0.0009227709,0.001685156,0.0002620085,0.3058996,0.0002978947,0.001721177,0.01919665],"study_design_scores_gemma":[0.000005559361,0.0000658826,0.9720861,0.00002610143,0.00002580896,0.0004743298,0.003144306,0.0007807812,0.01863748,0.00007744411,0.004658903,0.00001728655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901253,0.0004539307,0.001719979,0.0003346711,0.00002104709,0.00004420594,0.002676647,0.00008000495,0.004544195],"genre_scores_gemma":[0.9951415,0.0001787369,0.00116407,0.0001451298,0.000003940577,0.00001065567,0.0006466692,0.000006666472,0.002702605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08021516,"threshold_uncertainty_score":0.161375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007309494132257373,"score_gpt":0.2371598386549573,"score_spread":0.2298503445226999,"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."}}