{"id":"W1979593554","doi":"10.1007/s10544-013-9787-3","title":"Micro-spot with integrated pillars (MSIP) for detection of dengue virus NS1","year":2013,"lang":"en","type":"article","venue":"Biomedical Microdevices","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Ministry of Science, ICT and Future Planning","keywords":"Dengue fever; Pillar; Dengue virus; Immunoassay; Hexagonal crystal system; SIGNAL (programming language); Fluorescence; Materials science; Chemistry; Nanotechnology; Virology; Antibody; Optics; Crystallography; Biology; Physics; Computer science; 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":[0.0001267876,0.0002058051,0.0004228429,0.0001478277,0.00006300364,0.00002816279,0.0001445541,0.0001620544,0.0003501111],"category_scores_gemma":[0.00009552022,0.0001348724,0.0001486172,0.0003066916,0.0002235346,0.00008049206,0.00002614437,0.0001257427,0.00005045867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004505708,"about_ca_system_score_gemma":0.0001474575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008950552,"about_ca_topic_score_gemma":0.0001157064,"domain_scores_codex":[0.9986647,0.00003071218,0.0003845842,0.0003410175,0.0002511746,0.0003278394],"domain_scores_gemma":[0.9988427,0.00009488987,0.0001610643,0.0002721852,0.0003311576,0.0002979709],"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":[0.0005063966,0.0003050792,0.001023932,0.000341348,0.0001758146,0.000006368387,0.00006133786,1.482263e-7,0.9252695,0.00001347261,0.001616876,0.07067972],"study_design_scores_gemma":[0.009514262,0.002862995,0.04173528,0.0007798903,0.0009590733,0.0001040194,0.001143563,0.001465628,0.7126082,0.00009083262,0.2282031,0.0005332235],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990687,0.002582592,0.004252469,0.001001602,0.0001678319,0.001069195,0.0001040223,0.00007024807,0.00006503545],"genre_scores_gemma":[0.996632,0.00007406767,0.001771309,0.0007471764,0.0002170171,0.0001776083,0.0001285699,0.00003219684,0.0002200873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2265862,"threshold_uncertainty_score":0.5499937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006939972364385139,"score_gpt":0.2372797612756838,"score_spread":0.2303397889112986,"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."}}