{"id":"W4389040424","doi":"10.1021/acsestwater.3c00288","title":"Factors Affecting the Dynamics of <i>Legionella pneumophila</i>, Nontuberculous Mycobacteria, and Their Host <i>Vermamoeba vermiformis</i> in Premise Plumbing","year":2023,"lang":"en","type":"article","venue":"ACS ES&T Water","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Polytechnique Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Legionella pneumophila; Microbiology; Biofilm; Nontuberculous mycobacteria; Biology; Legionella; Bacteria; Mycobacterium","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001761326,0.0002595408,0.0003059548,0.0002075785,0.0002474177,0.0008132376,0.0001914395,0.0003452858,0.0008571869],"category_scores_gemma":[0.0003002423,0.0002097841,0.00028585,0.0002916224,0.0002509551,0.0003409162,0.0003179917,0.0003008357,0.0002109227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004092033,"about_ca_system_score_gemma":0.0003317904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004467722,"about_ca_topic_score_gemma":0.006211262,"domain_scores_codex":[0.9997085,0.00003441167,0.00002166989,0.0001158221,0.00006556384,0.0000540154],"domain_scores_gemma":[0.9997647,0.00003834308,0.00009382188,0.000009315698,0.00006425349,0.00002952729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001719821,0.00004818529,0.05086749,0.0001146849,0.00002484021,0.00009568479,0.0001853991,0.0003012925,0.9448459,0.00002466376,0.00006115772,0.003258636],"study_design_scores_gemma":[0.000008453708,0.0009504845,0.6071829,0.0000318452,0.00008531674,0.0002072623,0.001372153,0.001596686,0.387063,0.00007129337,0.001400652,0.00002998197],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999305,0.0001380824,0.0001688442,0.00001063686,0.000002257369,0.00000844942,0.0001327028,0.00000609831,0.0002278813],"genre_scores_gemma":[0.9987071,0.00015128,0.0004169243,0.00001792117,0.00000217674,0.0000159073,0.0002434634,0.000004333504,0.0004409585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004467722,"threshold_uncertainty_score":0.008883417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01374761180351263,"score_gpt":0.2349317860547062,"score_spread":0.2211841742511936,"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."}}