{"id":"W4309825583","doi":"10.1016/j.actatropica.2022.106756","title":"Differential detection of tick-borne pathogens in human platelets and whole blood using microfluidic PCR","year":2022,"lang":"en","type":"article","venue":"Acta Tropica","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Agence Nationale de la Recherche","keywords":"Anaplasma phagocytophilum; Biology; Ixodes ricinus; Anaplasma; Borrelia afzelii; Tick; Borrelia; Bartonella; Ixodes scapularis; Virology; Spotted fever; Anaplasmosis; Eschar; Microbiology; Ixodes; Rickettsia; Borrelia burgdorferi; Ixodidae; Immunology; Antibody; Pathology; Medicine; Virus","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":[0.0005584741,0.0002952399,0.0002692167,0.000510912,0.0001732712,0.0006456868,0.0002858739,0.0004728745,0.0007264352],"category_scores_gemma":[0.0008955286,0.0002561114,0.0002454579,0.000358699,0.000325533,0.0002471907,0.000300608,0.0004902201,0.000367856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000159201,"about_ca_system_score_gemma":0.0002561388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002964468,"about_ca_topic_score_gemma":0.0005659137,"domain_scores_codex":[0.9992519,0.0001495076,0.00004685302,0.0002380085,0.0002141699,0.00009961289],"domain_scores_gemma":[0.9996721,0.0001656524,0.00006448146,0.00002240782,0.00005498812,0.0000205086],"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":[0.0002932246,0.00006760336,0.00574273,0.0001068214,0.00002520822,0.00005942507,0.0001686255,0.0001549995,0.9794643,0.0002005709,0.0001898156,0.01352678],"study_design_scores_gemma":[0.00003213895,0.001137254,0.04125421,0.00004768328,0.0001542854,0.0008256272,0.0002553976,0.007621963,0.9445409,0.0004517817,0.003639392,0.00003952736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.915985,0.004075878,0.07459261,0.0003260848,0.000332348,0.0001932864,0.001003978,0.0003491864,0.003141639],"genre_scores_gemma":[0.9370423,0.002077188,0.05652442,0.0003578986,0.0001440345,0.0003177263,0.0007207486,0.00002910827,0.002786682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007264352,"threshold_uncertainty_score":0.002953589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142314246554683,"score_gpt":0.224946181811997,"score_spread":0.2135230393464502,"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."}}