{"id":"W4396508612","doi":"10.1016/j.colsurfb.2024.113934","title":"Non-invasive paper-based sensors containing rare-earth-doped nanoparticles for the detection of D-glucose","year":2024,"lang":"en","type":"article","venue":"Colloids and Surfaces B Biointerfaces","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Agencia Estatal de Investigación; Universidad Autónoma de Madrid; Comunidad de Madrid","keywords":"Rare earth; Nanoparticle; Doping; Nanotechnology; Chemistry; Materials science; Remote sensing; Mineralogy; Geology; Optoelectronics","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":[0.0002125344,0.0001747735,0.0002251434,0.00006942519,0.0001366,0.0001474801,0.00007471398,0.00008623562,0.00001647269],"category_scores_gemma":[0.00004267969,0.0001194524,0.0001106,0.0002208394,0.0001289638,0.0001275599,0.00001782437,0.0001121495,0.000005668675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001828856,"about_ca_system_score_gemma":0.00001972452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000432119,"about_ca_topic_score_gemma":0.0001971309,"domain_scores_codex":[0.9991812,0.00002013376,0.0002614759,0.000210809,0.0001072265,0.0002191213],"domain_scores_gemma":[0.9992434,0.0004903147,0.0000278448,0.0001253225,0.0000549983,0.00005810699],"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":[0.00007679329,0.000009087831,0.00006406928,0.0002904081,0.0001001497,0.000001966114,0.000194789,0.01078456,0.9781877,0.00003614415,0.0000491659,0.01020515],"study_design_scores_gemma":[0.0002087056,0.0002283351,0.0002781578,0.0001122759,0.00005056967,0.000002492031,0.0004912898,0.3696547,0.6268296,0.00003516804,0.002001667,0.0001069449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872565,0.007685699,0.003761637,0.0001967568,0.0004562422,0.0003266664,0.00004192428,0.0001639841,0.0001105622],"genre_scores_gemma":[0.9989482,0.0005834136,0.000201055,0.00002050626,0.00004562698,0.00002324623,0.000001738305,0.00002759562,0.0001486409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3588702,"threshold_uncertainty_score":0.4871129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106227501732933,"score_gpt":0.2189434328218401,"score_spread":0.2078811578045107,"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."}}