{"id":"W4321214512","doi":"10.2166/wh.2023.325","title":"First evidence of free-living <i>Naegleria</i> species in recreational lakes of Alberta, Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Water and Health","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates - Health Solutions","keywords":"Naegleria; Naegleria fowleri; Recreation; Biology; Habitat; Ecology; Bathing; Fishery; Acanthamoeba; Geography; Microbiology; Meningoencephalitis; Virology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000469403,0.00004438018,0.0001504987,0.000059772,0.00003208808,0.000004669371,0.0001032227,0.00002696044,0.00001671333],"category_scores_gemma":[0.00008741387,0.00003006368,0.00002715053,0.00006174756,0.00003764154,0.00000604199,0.00005942308,0.00006284948,1.494401e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002110035,"about_ca_system_score_gemma":0.0004956449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1122913,"about_ca_topic_score_gemma":0.4590435,"domain_scores_codex":[0.9992958,0.00003739882,0.0002958039,0.00006420966,0.0001675582,0.000139171],"domain_scores_gemma":[0.9996142,0.00005783037,0.0001039557,0.00007629619,0.00008640968,0.00006125907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004185976,0.0001190075,0.5546349,0.001371793,0.0001028183,0.00003065357,0.003086704,0.0006491836,0.371075,0.000162517,0.06725676,0.001092075],"study_design_scores_gemma":[0.001133406,0.001440604,0.6447734,0.002520636,0.00001094422,0.00007864761,0.001130919,0.0001117127,0.3255963,0.0002475413,0.02276096,0.0001949861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929097,0.001368934,0.0000112664,0.005486807,0.00006364073,0.00003939649,0.000005675857,3.225267e-7,0.0001143119],"genre_scores_gemma":[0.9943762,0.0049146,0.00004959345,0.00009312815,0.0001027799,5.675629e-7,0.000004478623,0.000003672661,0.0004550217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3467522,"threshold_uncertainty_score":0.89362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0367726219930206,"score_gpt":0.2984815127912208,"score_spread":0.2617088907982002,"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."}}