{"id":"W2316544231","doi":"10.1021/ac500131r","title":"Multiplexed Homogeneous Assays of Proteolytic Activity Using a Smartphone and Quantum Dots","year":2014,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chemistry; Förster resonance energy transfer; Quantum dot; Alexa Fluor; Bioanalysis; Nanotechnology; Fluorescence; RGB color model; Multiplex; Biomolecule; Nanomaterials; Biosensor; Biophysics; Chromatography; Biochemistry; Materials science; Bioinformatics; Optics; Computer science","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":[0.0001214478,0.0001574038,0.0002801246,0.00002643011,0.00003816453,0.00001997922,0.00006459068,0.000162304,0.00004468108],"category_scores_gemma":[0.0001476957,0.0001485238,0.00008419856,0.0001611012,0.0001154455,0.00004247686,0.00003202729,0.0002002556,0.000004638786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003761562,"about_ca_system_score_gemma":0.000009367641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002735701,"about_ca_topic_score_gemma":0.000001702834,"domain_scores_codex":[0.9992017,0.00001387239,0.0001982115,0.0002028721,0.0001517152,0.0002316488],"domain_scores_gemma":[0.999505,0.00007526569,0.00003354948,0.0001997777,0.00003931938,0.0001470767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001650508,0.00003775277,0.0003627124,0.0003098614,0.00005038904,0.000004015601,0.000007801366,0.001084592,0.9956412,0.00004364971,0.00002078351,0.002420702],"study_design_scores_gemma":[0.0001852981,0.00001478685,0.0007864892,0.00002360529,0.00004748851,0.00001618833,0.000004655637,0.6375133,0.3610528,0.0001592012,0.00007125778,0.0001249567],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933411,0.00004256423,0.00490052,0.00002950862,0.00002821395,0.00005737458,0.000005911207,0.00008443226,0.001510396],"genre_scores_gemma":[0.9993746,0.000009978882,0.0003980367,0.000008455922,0.0000867467,0.00000230481,0.000001551331,0.00002089256,0.00009743679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6364287,"threshold_uncertainty_score":0.6056626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010210709065169,"score_gpt":0.2043828217193453,"score_spread":0.1942807146286936,"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."}}