{"id":"W3108186145","doi":"10.2144/btn-2020-0129","title":"Management of Inadvertent Template Contamination in Production of Oligonucleotide qPCR Reagents","year":2020,"lang":"en","type":"letter","venue":"BioTechniques","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Genome British Columbia","keywords":"Contamination; Oligonucleotide; Biology; Polymerase chain reaction; Computational biology; Biotechnology; DNA; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.02141445,0.001310943,0.00148162,0.00216176,0.002326385,0.004383084,0.002324787,0.00783497,0.02515571],"category_scores_gemma":[0.06911916,0.001189354,0.001017484,0.00117576,0.002895893,0.002575702,0.002686883,0.008339918,0.04010808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644664,"about_ca_system_score_gemma":0.003049812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004235025,"about_ca_topic_score_gemma":0.0009429285,"domain_scores_codex":[0.9665704,0.01131936,0.004598359,0.002763006,0.01351803,0.001230917],"domain_scores_gemma":[0.9307005,0.0324494,0.006958874,0.008891432,0.01984321,0.00115654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004861406,0.0002077856,0.003439714,0.001833915,0.00007738278,0.005877124,0.001650015,0.0004766597,0.04902515,0.007265572,0.6006885,0.328972],"study_design_scores_gemma":[0.00003025503,0.0002082028,0.000778572,0.0005052717,0.00003114395,0.004375952,0.0002580817,0.0008868857,0.02976459,0.002728919,0.9603594,0.00007271577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.02430099,0.03226785,0.3859038,0.2683904,0.1882743,0.005310551,0.002043307,0.01204379,0.08146499],"genre_scores_gemma":[0.13365,0.02686254,0.3782989,0.2131742,0.04366991,0.01016557,0.003799023,0.006477703,0.1839021],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02515571,"threshold_uncertainty_score":0.1132517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418390533244128,"score_gpt":0.2631800649745329,"score_spread":0.2489961596420916,"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."}}