{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005156263,0.0002289631,0.0002438911,0.00008195797,0.0001438572,0.00005464942,0.0003104411,0.000176722,0.000003359029],"category_scores_gemma":[0.00005273962,0.00012874,0.0000979797,0.0001814357,0.0001563559,0.00001562448,0.0004480938,0.0002056389,0.000008714387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002509969,"about_ca_system_score_gemma":0.00003141584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001614921,"about_ca_topic_score_gemma":0.0002338753,"domain_scores_codex":[0.9985498,0.0001062756,0.0003017843,0.0003752891,0.0001680274,0.0004988841],"domain_scores_gemma":[0.9993019,0.00006748935,0.000068113,0.0004296396,0.00005876047,0.00007414309],"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":[0.00004969191,0.00003060078,0.04327885,0.00006958663,0.00004292343,0.000009998373,0.001621296,0.00005479009,0.9539304,0.0000135067,0.0004052588,0.0004931149],"study_design_scores_gemma":[0.0006564674,0.0001298761,0.03735692,0.00005489787,0.00001259487,0.00002326467,0.001425879,0.0005539279,0.9573553,0.00007972949,0.002063072,0.0002881055],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985313,0.0001018539,0.000007197655,0.0004938155,0.0001539641,0.0002822629,0.00003515847,0.0000185501,0.0003758527],"genre_scores_gemma":[0.9985588,0.0003988539,0.00000311735,0.0001084357,0.0001190586,0.00001313143,0.0002639374,0.00003788736,0.0004967766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005921932,"threshold_uncertainty_score":0.5249863,"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."}}