{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000376066,0.0001255369,0.0002304875,0.0001670377,0.0002499131,0.000007806711,0.0001023449,0.00009074712,0.000497353],"category_scores_gemma":[0.00002397327,0.0001345738,0.00005853465,0.0001304399,0.0001086475,0.00004407402,0.0001581298,0.0002416807,0.000004668337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005206351,"about_ca_system_score_gemma":0.00002872649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003344385,"about_ca_topic_score_gemma":0.00006734506,"domain_scores_codex":[0.9990404,0.0002116689,0.0002390398,0.0002455491,0.00003417114,0.0002292213],"domain_scores_gemma":[0.999633,0.00004328517,0.0001031222,0.0001833901,0.00001951319,0.00001771738],"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":[0.00006878567,0.0004165818,0.01835576,0.0000159656,0.0001056727,0.00001563333,0.0001748888,0.00000159203,0.9801896,0.0000341983,0.00006106149,0.0005602977],"study_design_scores_gemma":[0.002317933,0.0006076934,0.1985745,0.00001319883,0.0001760032,0.0002371891,0.0001406678,0.000007375402,0.795038,0.00005512378,0.00264664,0.0001856967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974427,0.001852452,0.00002844327,0.00003026854,0.0003507945,0.0001579139,0.00007723647,0.00003653734,0.00002371723],"genre_scores_gemma":[0.9997655,0.00004126937,0.000004210553,0.0000225539,0.00002337944,0.00001828951,0.00005027559,0.00001728674,0.00005730168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1851516,"threshold_uncertainty_score":0.5487761,"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."}}