{"id":"W2090416571","doi":"10.1016/j.snb.2009.02.002","title":"Design, fabrication and test of a microfluidic nebulizer chip for desorption electrospray ionization mass spectrometry","year":2009,"lang":"en","type":"article","venue":"Sensors and Actuators B Chemical","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; McMaster University","keywords":"Nebulizer; Microfluidics; Materials science; Electrospray; Mass spectrometry; Microfabrication; Parylene; Desorption electrospray ionization; Analytical Chemistry (journal); Nanotechnology; Chromatography; Fabrication; Chemistry; Ion source; Polymer","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":[0.001373807,0.0006131217,0.0007921786,0.0005419336,0.0007505685,0.0008840123,0.001973061,0.001165143,0.001015078],"category_scores_gemma":[0.001380127,0.0008568632,0.0003582305,0.0001825735,0.0005620645,0.0006917103,0.000760338,0.0004798543,0.000554667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182975,"about_ca_system_score_gemma":0.002018083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234,"about_ca_topic_score_gemma":0.001660264,"domain_scores_codex":[0.9989403,0.0000819541,0.00006388719,0.0002264548,0.0005470543,0.0001404581],"domain_scores_gemma":[0.998805,0.0002884853,0.0001828302,0.0001767233,0.0004301527,0.0001166541],"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":[0.0001422809,0.000141894,0.001478622,0.0001555732,0.00004220022,0.00012083,0.00009391188,0.002187205,0.9810967,0.0006750866,0.0008911029,0.01297454],"study_design_scores_gemma":[0.00008162158,0.0008140294,0.002608065,0.000009719613,0.00002722057,0.0001835522,0.00002302618,0.01162309,0.9790715,0.0001222604,0.005406982,0.00002900686],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6837148,0.001982344,0.2983647,0.00179755,0.0006305036,0.002904873,0.001532538,0.00460659,0.00446611],"genre_scores_gemma":[0.732667,0.0005677721,0.2583412,0.0005336234,0.0001046741,0.001355411,0.0006697207,0.0001681632,0.005592477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001973061,"threshold_uncertainty_score":0.008583128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009138824852543984,"score_gpt":0.2367001420209542,"score_spread":0.2275613171684102,"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."}}