{"id":"W4408849657","doi":"10.70477/fief5112","title":"MULTIVALENT APTAMER GENERATION THROUGH ROLLING CIRCLE AMPLIFICATION ON A NANOSTRUCTURED SURFACE FOR BIOSENSING APPLICATIONS","year":2024,"lang":"en","type":"article","venue":"","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Aptamer; Biosensor; Rolling circle replication; Nanotechnology; Materials science; Surface (topology); Chemistry; DNA; Biology; Mathematics","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":[0.0001632832,0.0002446927,0.0001848808,0.0001607496,0.0001034462,0.0002649583,0.0003528903,0.0003962696,0.0005043788],"category_scores_gemma":[0.0001902402,0.0002001993,0.0002268201,0.0001293968,0.000172783,0.0002604443,0.0002079352,0.0003452912,0.0003978255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001882497,"about_ca_system_score_gemma":0.0001051708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001395041,"about_ca_topic_score_gemma":0.0002712687,"domain_scores_codex":[0.9998088,0.00002135482,0.00001222812,0.00006134797,0.00008065677,0.00001547458],"domain_scores_gemma":[0.9999125,0.00002149029,0.00002154512,0.00001586674,0.00001968388,0.000008923797],"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":[0.000006461525,0.000004866942,0.00003516893,0.00001614529,0.000001276523,0.00001760036,0.000007923501,0.0001288523,0.9973797,0.00008983956,0.00001757322,0.002294599],"study_design_scores_gemma":[0.000002173329,0.00005175768,0.000173023,0.000001239869,0.00000353071,0.00007120964,0.000005191149,0.002768728,0.9956653,0.00003502183,0.001218782,0.000004066676],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7764779,0.002802545,0.2142902,0.0002807809,0.0001525382,0.0001878557,0.0001751857,0.0009098026,0.004723229],"genre_scores_gemma":[0.8898442,0.0008352901,0.1052735,0.00009394575,0.00002245156,0.00008145229,0.0001273386,0.0000431377,0.003678625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005043788,"threshold_uncertainty_score":0.001687288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06262598893094862,"score_gpt":0.3464834099816371,"score_spread":0.2838574210506885,"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."}}