{"id":"W2322197845","doi":"10.1021/am5007029","title":"DNA Molecular Beacon-Based Plastic Biochip: A Versatile and Sensitive Scanometric Detection Platform","year":2014,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Biochip; Molecular beacon; Materials science; Streptavidin; Nanotechnology; DNA; Biosensor; Combinatorial chemistry; Oligonucleotide; Biotin; Colloidal gold; Nanoparticle; 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":[0.0002168086,0.0002386359,0.000256372,0.0001546917,0.0000919759,0.00007922506,0.00009876236,0.0001817385,0.000003423432],"category_scores_gemma":[0.0001028644,0.0002109796,0.00002204624,0.000143141,0.0001389058,0.000005297811,0.00009991668,0.00005749671,0.000006483298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001993291,"about_ca_system_score_gemma":0.00001519066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000198885,"about_ca_topic_score_gemma":0.00001478685,"domain_scores_codex":[0.9989181,0.00003903712,0.0002395636,0.0004519696,0.0001158826,0.0002354543],"domain_scores_gemma":[0.9994385,0.00004552223,0.0001535615,0.0002492098,0.00005921139,0.00005394931],"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":[0.0002138317,0.00002138092,0.00000685726,0.00002374793,0.00005384866,9.235659e-7,0.00001174629,0.00001746326,0.9955845,0.00004968412,0.00001982027,0.003996194],"study_design_scores_gemma":[0.0003661155,0.0003134117,0.0001095624,0.00002060571,0.00006154119,0.000006302078,0.00005737746,0.00001799648,0.998522,0.0001129778,0.000150735,0.0002613257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930981,0.00003926084,0.006206705,0.00001960722,0.0001059757,0.0001764045,0.00003853046,0.00006608105,0.0002493556],"genre_scores_gemma":[0.9984544,0.00002430599,0.001066269,0.0001970252,0.00009477426,0.00002131429,0.00009594076,0.00002863803,0.00001735823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005356295,"threshold_uncertainty_score":0.8603499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005093376217997817,"score_gpt":0.2184729289396169,"score_spread":0.213379552721619,"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."}}