{"id":"W4413250708","doi":"10.3390/parasitologia5030042","title":"Outbreak of Trypanosoma vivax in Dairy Cattle from São Paulo, Brazil: Haematological and Molecular Diagnostic Approaches","year":2025,"lang":"en","type":"article","venue":"Parasitologia","topic":"Trypanosoma species research and implications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Trypanosoma vivax; Buffy coat; Outbreak; Veterinary medicine; Lethargy; Biology; Herd; Hematocrit; Trypanosomiasis; Virology; Animal science; Medicine; Internal medicine; Immunology; Endocrinology","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":[0.0006166048,0.000293981,0.0001979494,0.001175622,0.0005467951,0.0005185026,0.0002908513,0.0004322458,0.0002465617],"category_scores_gemma":[0.000789904,0.0002173601,0.0001287899,0.0007128559,0.0005417345,0.0002820222,0.0003953371,0.0002138551,0.0000532514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008830341,"about_ca_system_score_gemma":0.0005573069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02548295,"about_ca_topic_score_gemma":0.04617995,"domain_scores_codex":[0.9996065,0.0001024237,0.00003536867,0.00007037182,0.0001038414,0.0000815452],"domain_scores_gemma":[0.999631,0.000103645,0.000122706,0.00001592271,0.00008631899,0.00004029755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008326529,0.00005824202,0.9663525,0.0001270983,0.00002324919,0.0008436072,0.001296268,0.0001125305,0.02155084,0.0000587694,0.00005460932,0.009439168],"study_design_scores_gemma":[0.000009567358,0.0003119,0.9903077,0.0000724023,0.0000524801,0.002013062,0.003436264,0.0006412571,0.002225138,0.00007734643,0.0008410448,0.00001174436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986823,0.0005666508,0.0001277613,0.00004673966,0.000002266017,0.00001646917,0.0000897651,0.000002153215,0.0004658824],"genre_scores_gemma":[0.9987684,0.0005404286,0.0004358348,0.00003122684,0.000004871148,0.000008454286,0.0001508908,5.021772e-7,0.00005925186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02548295,"threshold_uncertainty_score":0.05066925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03151528991744811,"score_gpt":0.3315683870126579,"score_spread":0.3000530970952098,"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."}}