{"id":"W2950106075","doi":"10.1002/chin.200852275","title":"ChemInform Abstract: Design of Gold Nanoparticle‐Based Colorimetric Biosensing Assays","year":2008,"lang":"en","type":"article","venue":"ChemInform","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Chemistry; Nanotechnology; Nanoparticle; Colloidal gold; Biosensor; Combinatorial chemistry; Biochemistry","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":[0.0002516957,0.0002360311,0.0002817268,0.0001346989,0.00008482816,0.00001146011,0.0001984288,0.0002475163,0.00001140497],"category_scores_gemma":[0.0002559528,0.0002123429,0.0001705442,0.0004648963,0.0002535345,0.00001249493,0.00007135071,0.0001075916,0.000006688573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004134173,"about_ca_system_score_gemma":0.0001434055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009433896,"about_ca_topic_score_gemma":0.000001163335,"domain_scores_codex":[0.9986814,3.311822e-7,0.0004561777,0.0002758114,0.0002461431,0.0003401511],"domain_scores_gemma":[0.9988772,0.00003703091,0.0002862538,0.0004560224,0.0002323274,0.0001111884],"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":[0.0001060436,0.0000756672,0.000120152,0.00002730277,0.00004304926,0.000007086712,0.00002130094,0.000005557812,0.9509056,0.000004595551,0.01157576,0.03710793],"study_design_scores_gemma":[0.000401843,0.0001867148,0.0002713775,0.00002310495,0.00003086803,0.00003863026,0.0000299089,0.0001271745,0.9923232,0.00001028621,0.006285381,0.0002714795],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7692441,0.0005230883,0.000347092,0.0001316512,0.0001575159,0.0006740592,0.00004127342,0.0002573328,0.2286238],"genre_scores_gemma":[0.9930298,0.00009303007,0.003223587,0.0001529236,0.00008551309,0.000006274395,0.00008924616,0.00002258678,0.003297008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2253268,"threshold_uncertainty_score":0.8659093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02676149773165135,"score_gpt":0.2627765824301143,"score_spread":0.236015084698463,"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."}}