{"id":"W2941982369","doi":"10.1016/j.ijheh.2019.04.007","title":"Long-term persistence of infectious Legionella with free-living amoebae in drinking water biofilms","year":2019,"lang":"en","type":"article","venue":"International Journal of Hygiene and Environmental Health","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; University of Alberta; University of Manitoba","keywords":"Legionella pneumophila; Biofilm; Acanthamoeba; Legionella; Microbiology; Biology; Tap water; Colonization; Bacteria; Microorganism; Human pathogen; Environmental engineering; Environmental science","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":[0.0002197518,0.00007966348,0.0001316077,0.0001084534,0.00002486172,0.00001388956,0.0001943413,0.00003952998,0.00002602735],"category_scores_gemma":[0.00000508829,0.00005637047,0.00004515221,0.00002268467,0.00008341909,0.00001795038,0.0001424274,0.0001106032,0.00000201416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006357593,"about_ca_system_score_gemma":0.00004477405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006752148,"about_ca_topic_score_gemma":0.00007132433,"domain_scores_codex":[0.9991658,0.00003283881,0.0002475768,0.0001313595,0.0002641603,0.0001583173],"domain_scores_gemma":[0.9996648,0.00001098408,0.0001352284,0.000101142,0.00002274229,0.00006513715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001206041,0.0001097505,0.8101907,0.00001961377,0.00004483417,0.0000203477,0.0002758102,0.0001597675,0.1870622,0.000004221481,0.0000147331,0.001977439],"study_design_scores_gemma":[0.002665352,0.002385382,0.8425881,0.0004616435,0.000009270479,0.001102712,0.0009284634,0.00007492895,0.1490496,0.00002500976,0.0004918984,0.0002176257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988315,0.0004923379,0.00007816339,0.0002813688,0.0001129399,0.00006706003,0.000004196495,8.095515e-7,0.0001316588],"genre_scores_gemma":[0.9981405,0.001443951,0.00007627853,0.0001305776,0.00008157425,8.417542e-7,0.00001385119,0.000008572446,0.0001039122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03801259,"threshold_uncertainty_score":0.2298721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008775782043475734,"score_gpt":0.2472323339128028,"score_spread":0.238456551869327,"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."}}