{"id":"W2001450446","doi":"10.1039/b705335e","title":"Simple and rapid colorimetric enzyme sensing assays using non-crosslinking gold nanoparticle aggregation","year":2007,"lang":"en","type":"article","venue":"Chemical Communications","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":177,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Colloidal gold; Chemistry; Colorimetry; Aggregation-induced emission; Nanoparticle; Simple (philosophy); Nanotechnology; Combinatorial chemistry; Chromatography; Materials science; Fluorescence","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":[0.001084764,0.00182417,0.0009515537,0.0008646709,0.0003313661,0.0008382485,0.001332412,0.001123303,0.001029409],"category_scores_gemma":[0.00101841,0.0007566956,0.0005329286,0.0005217016,0.0005339821,0.0006755611,0.0007139008,0.001866746,0.001254866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006190225,"about_ca_system_score_gemma":0.0004193622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000346624,"about_ca_topic_score_gemma":0.0008550998,"domain_scores_codex":[0.9979618,0.0002316165,0.0001331969,0.0004234845,0.0011329,0.0001169895],"domain_scores_gemma":[0.9991812,0.0002673572,0.0001522118,0.0001106046,0.0001824717,0.0001061144],"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":[0.00003211368,0.00005993175,0.00008360773,0.00008180714,0.00001013289,0.00003101666,0.0000149197,0.00007783627,0.9930768,0.0001690415,0.0002579999,0.006104745],"study_design_scores_gemma":[0.000007272399,0.0000820155,0.0002453561,0.000002967308,0.000007086057,0.0001174124,0.000005631982,0.0007928999,0.9972862,0.00004387818,0.001397933,0.00001124881],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3208258,0.0148462,0.6408045,0.0007753322,0.001286687,0.001602816,0.001501024,0.006579611,0.01177799],"genre_scores_gemma":[0.548681,0.006558923,0.4224411,0.0004119025,0.0001820968,0.0008465679,0.002031579,0.0002438662,0.01860291],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00182417,"threshold_uncertainty_score":0.005736828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278139190806548,"score_gpt":0.3195514787089399,"score_spread":0.2917375596282851,"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."}}