{"id":"W2782133950","doi":"10.1109/hic.2017.8227611","title":"Detection of arboviruses in blood and mosquito slurry samples using polymer microchip","year":2017,"lang":"en","type":"article","venue":"","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"CMC Microsystems","keywords":"Chikungunya; Dengue fever; Dengue virus; Zika virus; Slurry; Nucleic acid detection; Virology; Nucleic acid; Nanotechnology; Materials science; Biology; Virus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003033729,0.0003200208,0.0001753572,0.0003136972,0.000138013,0.0003051874,0.00029024,0.0003243171,0.0006538944],"category_scores_gemma":[0.0006186208,0.0001553874,0.0001448523,0.0001940902,0.0002197279,0.0002124579,0.0002227491,0.0003813859,0.0003167656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147593,"about_ca_system_score_gemma":0.0001656182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003999151,"about_ca_topic_score_gemma":0.0007730198,"domain_scores_codex":[0.9997044,0.00005453689,0.00001689359,0.00008477132,0.0001053054,0.00003395249],"domain_scores_gemma":[0.9997062,0.0001506375,0.00004420804,0.00002425744,0.00005148294,0.00002312379],"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":[0.00004787524,0.00002332768,0.0006961798,0.00005474494,0.000008950974,0.00005815443,0.00003586086,0.0001020567,0.9915224,0.00009070052,0.00006399075,0.007295665],"study_design_scores_gemma":[0.000002497501,0.0002137805,0.001468026,0.000004933167,0.00001374288,0.0001648411,0.00001679664,0.00128482,0.9957698,0.00001994202,0.00103549,0.000005214345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8761016,0.00436007,0.1141515,0.000309897,0.0001641203,0.0001659741,0.0002690436,0.0006337271,0.003844147],"genre_scores_gemma":[0.8805382,0.002152544,0.111506,0.0002056729,0.00004532483,0.0001231413,0.0002384812,0.00002782978,0.005162784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006538944,"threshold_uncertainty_score":0.00218749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102403180300474,"score_gpt":0.2970146090938768,"score_spread":0.2659905772908721,"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."}}