{"id":"W6999404197","doi":"","title":"CONSTRUCTION AND OPTIMIZATION OF A ssDNA VECTOR PRODUCTION SYSTEM FOR GENE THERAPY PLATFORM","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Capsid; Vector (molecular biology); Reporter gene; Genetic enhancement; Gene; Viral vector; In vitro; DNA; Recombinant DNA; Production (economics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000877932,0.0006761905,0.0006390215,0.0004633218,0.0004374958,0.0009485133,0.0005905292,0.0005947676,0.001929017],"category_scores_gemma":[0.0004773288,0.0004320001,0.0005366502,0.0003843192,0.000259094,0.0004501907,0.0004195759,0.0007967455,0.002376302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006112287,"about_ca_system_score_gemma":0.000605447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007853141,"about_ca_topic_score_gemma":0.0009991437,"domain_scores_codex":[0.9992385,0.00007766232,0.00008621279,0.0001915737,0.0003103987,0.00009563121],"domain_scores_gemma":[0.9997737,0.00003420376,0.00003541756,0.00003187104,0.00008210497,0.00004278937],"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":[0.00003058493,0.00003156026,0.0001044458,0.00007125337,0.000004806138,0.00003450635,0.00002858871,0.0002497335,0.9950829,0.0002167685,0.0001193821,0.004025433],"study_design_scores_gemma":[0.000008414844,0.000191257,0.0005148423,0.00001112449,0.0000156306,0.00008290703,0.00001782926,0.0009774278,0.9900197,0.00006094844,0.008089463,0.00001057711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.662581,0.002261975,0.3166584,0.0004691455,0.0004393186,0.004056604,0.003174965,0.002528655,0.007830039],"genre_scores_gemma":[0.5713775,0.002662647,0.3900576,0.0002147041,0.00006910891,0.002757208,0.01029707,0.0006121983,0.02195189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001929017,"threshold_uncertainty_score":0.006453216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002705111526808,"score_gpt":0.2124915236732352,"score_spread":0.2024644725579671,"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."}}