{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002884095,0.0002306396,0.0003757913,0.0003192181,0.0002147713,0.000105119,0.000206933,0.00009782345,0.0008543314],"category_scores_gemma":[0.0001008003,0.000173022,0.0002116716,0.001296937,0.0001780731,0.0001005933,0.0000603746,0.0003584058,0.0003368018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006855845,"about_ca_system_score_gemma":0.00003776482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005072623,"about_ca_topic_score_gemma":0.0007042001,"domain_scores_codex":[0.9982684,0.0005142078,0.0003485559,0.0004121511,0.00004444143,0.0004122212],"domain_scores_gemma":[0.9986708,0.0008545677,0.00006458374,0.0003434444,0.00003504017,0.00003154025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004007658,0.000152298,0.8573344,0.0000383812,0.001858475,0.00005439541,0.001143524,0.00006964082,0.09280288,0.001721065,0.04309716,0.001687647],"study_design_scores_gemma":[0.0002030157,0.00007343001,0.9284312,0.00004300533,0.001147838,0.0001071854,0.0001695879,0.0000547629,0.0005265853,0.000365606,0.06865133,0.0002264456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9389024,0.05884303,0.0002396478,0.0004810665,0.0005606194,0.0002737144,0.0001010195,0.0001448364,0.0004536574],"genre_scores_gemma":[0.997721,0.001063269,0.00002267844,0.0003476683,0.0001330515,0.00005779898,0.0003283082,0.00002134947,0.0003048644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0922763,"threshold_uncertainty_score":0.9354329,"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."}}