{"id":"W1963778808","doi":"10.1371/journal.pone.0077283","title":"Metabolic Signatures of Triatomine Vectors of Trypanosoma cruzi Unveiled by Metabolomics","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Trypanosoma species research and implications","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"Governo Brasil; Canadian Institutes of Health Research; Genome Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação Oswaldo Cruz; Genome British Columbia","keywords":"Rhodnius prolixus; Trypanosoma cruzi; Biology; Rhodnius; Metabolome; Chagas disease; Triatominae; Triatoma infestans; Triatoma; Metabolomics; Lipidome; Biochemistry; Benznidazole; Reduviidae; Parasite hosting; Zoology; Heteroptera; Lipid metabolism; Metabolite; Botany; Insect; Virology; Bioinformatics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001292051,0.0001717442,0.000845133,0.0002388191,0.00003812648,0.00001198449,0.0002328203,0.0001385878,0.001616098],"category_scores_gemma":[0.0007960977,0.0001395277,0.0001676789,0.0005509114,0.0002000285,0.0001301051,0.0000657752,0.0002588083,0.00007884348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002358302,"about_ca_system_score_gemma":0.0001403869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001681329,"about_ca_topic_score_gemma":0.000004414504,"domain_scores_codex":[0.9981747,0.00006873805,0.0005469152,0.0002436197,0.0006308916,0.0003350929],"domain_scores_gemma":[0.998203,0.0002008273,0.0002154397,0.0005974945,0.0005228623,0.0002603691],"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":[0.0001405321,0.002565124,0.001256739,0.0001543733,0.0008413652,5.422391e-7,0.00006866257,2.790011e-7,0.9865338,0.0009526894,0.006737844,0.0007480097],"study_design_scores_gemma":[0.001745829,0.0002888834,0.2336176,0.00005427644,0.000330203,0.000001279984,0.00005435864,0.00008870488,0.7621052,0.0001618558,0.001456353,0.00009548595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897152,0.005416673,0.00002965596,0.00133978,0.0000223279,0.001037415,0.0001884627,0.00004694094,0.002203563],"genre_scores_gemma":[0.9939553,0.0009688865,0.00268635,0.0001231582,0.00009962903,0.0001386401,0.00009461508,0.00003356382,0.001899864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2323609,"threshold_uncertainty_score":0.9992965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03522873024472626,"score_gpt":0.2632623400593234,"score_spread":0.2280336098145972,"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."}}