{"id":"W4225305726","doi":"10.1039/d2ra02008d","title":"Development of nano- and microdevices for the next generation of biotechnology, wearables and miniaturized instrumentation","year":2022,"lang":"en","type":"review","venue":"RSC Advances","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Victoria","funders":"Fondo para la Investigación Científica y Tecnológica; Universidad de Córdoba; Consejo Nacional de Investigaciones Científicas y Técnicas; Universidad Nacional de Córdoba","keywords":"Nanotechnology; Nanomedicine; Instrumentation (computer programming); Nanofluidics; Nanophotonics; Microfluidics; Biosensor; Nano-; Materials science; Computer science; Nanoparticle","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003795605,0.0005067209,0.0004093022,0.0005158192,0.0002630848,0.001162872,0.0005418081,0.0008765043,0.00606734],"category_scores_gemma":[0.0004506514,0.000308145,0.0004080005,0.0003126712,0.0005459582,0.001932185,0.0008779166,0.001065399,0.003253257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004323551,"about_ca_system_score_gemma":0.0003868337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008611225,"about_ca_topic_score_gemma":0.0002008139,"domain_scores_codex":[0.999726,0.00002928375,0.00002018584,0.00006200356,0.0001285565,0.0000339585],"domain_scores_gemma":[0.9998046,0.00005552906,0.00003291733,0.00003159066,0.00005024168,0.0000251033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006608952,0.00007272753,0.0004894382,0.003160912,0.00005048086,0.0004017397,0.0002597091,0.002133664,0.5255145,0.1612035,0.01715798,0.2894893],"study_design_scores_gemma":[0.000009848345,0.0001702084,0.0005977945,0.0003495421,0.0000282133,0.0007316366,0.0001188323,0.003174336,0.2070642,0.01840012,0.7693112,0.00004413756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06049938,0.4222923,0.331348,0.01011224,0.01363983,0.0004780688,0.001152415,0.00197944,0.1584984],"genre_scores_gemma":[0.2127578,0.3003383,0.3794509,0.00521451,0.004072552,0.0005057979,0.001293664,0.0005465313,0.09582007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00606734,"threshold_uncertainty_score":0.02029729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05864211847374363,"score_gpt":0.3355140483183712,"score_spread":0.2768719298446276,"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."}}