{"id":"W2119381295","doi":"10.1109/memsys.2011.5734365","title":"A portable microfluidic paper-based device for ELISA","year":2011,"lang":"en","type":"article","venue":"","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Analyte; Microfluidics; Reagent; HBsAg; Buffer (optical fiber); Chromatography; Fluidics; Drop (telecommunication); Detection limit; Computer science; Materials science; Biomedical engineering; Chemistry; Nanotechnology; Engineering; Immunology; Electrical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005827287,0.001104952,0.0005722318,0.0009053556,0.000425178,0.0004857097,0.0017025,0.001224321,0.003544824],"category_scores_gemma":[0.0006891425,0.0004757427,0.0006200422,0.0004529817,0.0002570667,0.0005461893,0.0006461257,0.0008367769,0.002278265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003680738,"about_ca_system_score_gemma":0.0003680321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002002772,"about_ca_topic_score_gemma":0.0003075879,"domain_scores_codex":[0.9993492,0.00006503967,0.00005366543,0.0001695258,0.0003151218,0.00004749671],"domain_scores_gemma":[0.999712,0.0001091119,0.00004490422,0.00003842012,0.00005760996,0.00003794543],"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":[0.0001577736,0.0001912202,0.0006650092,0.001070542,0.00006121489,0.0004423048,0.00006223044,0.001069953,0.8813148,0.002202713,0.009610849,0.1031513],"study_design_scores_gemma":[0.0001194642,0.00101705,0.002331948,0.0001342575,0.0001116463,0.002626281,0.0000257824,0.01129919,0.8407317,0.0007926416,0.1406545,0.0001555279],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0886522,0.02176788,0.8422594,0.001590486,0.005629402,0.002858961,0.004772691,0.01048446,0.02198452],"genre_scores_gemma":[0.2097124,0.009420801,0.7528312,0.001541706,0.0007029411,0.003107954,0.002797947,0.0001888834,0.01969611],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003544824,"threshold_uncertainty_score":0.01185864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958751313943985,"score_gpt":0.2056113691276469,"score_spread":0.176023855988207,"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."}}