{"id":"W2129712419","doi":"10.3390/s100403771","title":"Optoelectronic Capillary Sensors in Microfluidic and Point-of-Care Instrumentation","year":2010,"lang":"en","type":"review","venue":"Sensors","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"Natural Sciences and Engineering Research Council of Canada; European Commission","keywords":"Instrumentation (computer programming); Optical fiber; Capillary action; Microfluidics; Point (geometry); Computer science; Point of care; Nanotechnology; Optoelectronics; Engineering; Materials science; Telecommunications","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":[0.0009472648,0.001159635,0.00128033,0.00195038,0.0003999587,0.00108002,0.001469656,0.001824979,0.002332338],"category_scores_gemma":[0.0006354217,0.0006239458,0.0005148536,0.002769696,0.0009753759,0.002190584,0.0008852809,0.001356709,0.002778682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007981292,"about_ca_system_score_gemma":0.0008013379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005642341,"about_ca_topic_score_gemma":0.0009065074,"domain_scores_codex":[0.9993092,0.00009192029,0.00006168729,0.0001562698,0.0003359513,0.00004497744],"domain_scores_gemma":[0.9996019,0.0001947217,0.00004778035,0.00001617045,0.0001229227,0.0000164201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007571938,0.0002007355,0.0004170119,0.01399912,0.00006118561,0.0006267431,0.0002036504,0.001471678,0.04110859,0.03092638,0.01195989,0.8989493],"study_design_scores_gemma":[0.000010817,0.0001715862,0.000619399,0.001697105,0.00005832445,0.002553396,0.00009659423,0.0007754642,0.02560363,0.006083424,0.9622702,0.00005996665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001151239,0.9824493,0.009290869,0.0003467754,0.0008464549,0.00003788488,0.00002901988,0.00003454046,0.005814],"genre_scores_gemma":[0.006999406,0.9701315,0.01389642,0.0005315803,0.0007618807,0.00006916759,0.00006059566,0.00001327448,0.007536191],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002332338,"threshold_uncertainty_score":0.007802427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124955549446838,"score_gpt":0.2735023509255037,"score_spread":0.2610067959808199,"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."}}