{"id":"W4390587621","doi":"10.1186/s13071-023-06098-0","title":"Microfluidic PCR and network analysis reveals complex tick-borne pathogen interactions in the tropics","year":2024,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Saskatchewan","funders":"Agence Nationale de la Recherche","keywords":"Rhipicephalus sanguineus; Biology; Ehrlichia canis; Canis; Tick; Anaplasma; Veterinary medicine; Hepatozoon; Ehrlichiosis; Parasite hosting; Pathogen; Parasitology; Tick-borne disease; Virology; Zoology; Microbiology; Ecology; Ixodidae; 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":[0.0005304855,0.0003153837,0.0002952807,0.001165389,0.000265089,0.0005747229,0.0002452413,0.0002226338,0.0006126842],"category_scores_gemma":[0.0009763565,0.0001661504,0.0002969223,0.0007909309,0.0002778507,0.0003983053,0.0003521263,0.0002350623,0.00008671272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005299601,"about_ca_system_score_gemma":0.0004577272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005106069,"about_ca_topic_score_gemma":0.005663884,"domain_scores_codex":[0.9996923,0.00008065598,0.00001529771,0.0001096002,0.00004656295,0.00005561117],"domain_scores_gemma":[0.9994372,0.0002134356,0.000216279,0.00002591021,0.00006791658,0.00003927506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000692632,0.0003955358,0.5295834,0.0006087455,0.0005463373,0.0008970455,0.0008751782,0.1409802,0.2187732,0.00450286,0.002072723,0.1000722],"study_design_scores_gemma":[0.00001609497,0.000337203,0.3665748,0.00004582334,0.0001252177,0.0004224799,0.001011671,0.6106865,0.0152691,0.00286977,0.002593571,0.00004782337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754764,0.0005291328,0.02181353,0.0001462284,0.00001566633,0.00003158089,0.0009301572,0.0001367674,0.0009206256],"genre_scores_gemma":[0.9924082,0.0002208717,0.006691801,0.00002732539,0.000008251644,0.00003375261,0.0003940425,0.000004370102,0.0002114441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005106069,"threshold_uncertainty_score":0.0101527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988562384805226,"score_gpt":0.2902821057352969,"score_spread":0.2703964818872447,"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."}}