{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003112929,0.0003870198,0.0003232885,0.001489827,0.004701158,0.001694981,0.0007923658,0.0005814523,0.001885327],"category_scores_gemma":[0.0007366278,0.0003745645,0.0002180499,0.002080075,0.001127024,0.0004205072,0.0008301479,0.000456627,0.0002089546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008477428,"about_ca_system_score_gemma":0.009607274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9591063,"about_ca_topic_score_gemma":0.9889537,"domain_scores_codex":[0.9993224,0.00003096075,0.00002607559,0.00009342811,0.000256851,0.0002703107],"domain_scores_gemma":[0.9985881,0.00007592684,0.0002073695,0.00003312124,0.0008402865,0.0002551567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003204853,0.00006352812,0.9539658,0.0002083281,0.00004580408,0.001317837,0.008407321,0.00009100078,0.01666722,0.0002989466,0.001899484,0.01671411],"study_design_scores_gemma":[0.000005771474,0.00005601787,0.9837672,0.00006758488,0.00002945034,0.0003127299,0.007872576,0.0001274531,0.001201105,0.00004648139,0.006497641,0.00001592537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859424,0.001381051,0.0004221524,0.0003508352,0.00002738892,0.00006954085,0.001193588,0.00003792018,0.01057507],"genre_scores_gemma":[0.9956274,0.0006298267,0.0008528694,0.0002391481,0.00001095626,0.00001512609,0.0005827629,0.000006924315,0.002035026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04089373,"threshold_uncertainty_score":0.08226907,"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."}}