{"id":"W4200230505","doi":"10.1016/j.tmaid.2021.102235","title":"Environmental surveillance of Naegleria fowleri: A way forward for control of primary amoebic meningoencephalitis cases in Pakistan","year":2021,"lang":"en","type":"letter","venue":"Travel Medicine and Infectious Disease","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Naegleria fowleri; Meningoencephalitis; Amoebiasis; Environmental health; Medicine; Virology; Immunology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001130901,0.0004129567,0.0004745289,0.000363228,0.002120955,0.001127528,0.0009546143,0.01256985,0.002950552],"category_scores_gemma":[0.004960833,0.0004073333,0.0004431487,0.0003186089,0.001037906,0.001589591,0.0005223787,0.006008378,0.0008187878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002532058,"about_ca_system_score_gemma":0.003632085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04695494,"about_ca_topic_score_gemma":0.05471385,"domain_scores_codex":[0.9991972,0.0002074972,0.0001411668,0.00007924269,0.0001488224,0.0002262212],"domain_scores_gemma":[0.9967608,0.001079363,0.0003360009,0.00008985509,0.0009970359,0.0007369188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005692975,0.0005604885,0.1331728,0.0005133952,0.00008372598,0.07078362,0.002486847,0.0005755772,0.004438111,0.003321382,0.7153533,0.06814155],"study_design_scores_gemma":[0.0008624123,0.001247318,0.1734493,0.002334496,0.0002867275,0.05121889,0.01576385,0.007334245,0.002908627,0.01243737,0.7318798,0.000277055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.03410431,0.001682432,0.0007329488,0.9351785,0.01395346,0.000111548,0.0003444444,0.00007681373,0.0138156],"genre_scores_gemma":[0.2754016,0.00386673,0.002432967,0.6584127,0.03988156,0.0001341406,0.0002965563,0.00004976233,0.01952398],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04695494,"threshold_uncertainty_score":0.09336323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349517554615993,"score_gpt":0.2723940307850429,"score_spread":0.258898855238883,"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."}}