{"id":"W3003639078","doi":"10.1016/j.omtm.2020.01.009","title":"A Rapid and Sensitive Nucleic Acid Amplification Technique for Mycoplasma Screening of Cell Therapy Products","year":2020,"lang":"en","type":"article","venue":"Molecular Therapy — Methods & Clinical Development","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Terry Fox Research Institute; Simon Fraser University; Ottawa Hospital; University of British Columbia; University of Victoria; Canada's Michael Smith Genome Sciences Centre","funders":"Networks of Centres of Excellence of Canada; BC Cancer Foundation; Canada Foundation for Innovation","keywords":"Mycoplasma; Nucleic acid; Nat; genomic DNA; Biology; Microbiology; DNA; Virology; Computational biology; Genetics; Computer science","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":[0.001442517,0.001259053,0.0005430332,0.001954334,0.0007435236,0.0007149543,0.0007802991,0.001823222,0.002197633],"category_scores_gemma":[0.002287413,0.0006546545,0.0007113066,0.0006392222,0.000685689,0.0007246407,0.0007722644,0.001294249,0.003688804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003775564,"about_ca_system_score_gemma":0.001084252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00055688,"about_ca_topic_score_gemma":0.001604557,"domain_scores_codex":[0.9963336,0.0008248633,0.0002566508,0.0005076152,0.001926723,0.0001504954],"domain_scores_gemma":[0.9987508,0.0003645791,0.0002323915,0.0001623523,0.0003922396,0.00009770298],"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":[0.00003177741,0.00005143648,0.0006109506,0.0001643879,0.000007730398,0.0001569311,0.00008676798,0.00009793125,0.9778951,0.0003171255,0.0006085258,0.01997138],"study_design_scores_gemma":[0.00001642585,0.0005370691,0.003050921,0.0001133958,0.00004068261,0.002352144,0.0000777258,0.002279617,0.9631913,0.0002792591,0.02800161,0.00005991315],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1078567,0.01218341,0.8527474,0.001065825,0.001165673,0.002609552,0.001265454,0.003632501,0.01747351],"genre_scores_gemma":[0.1894776,0.00700879,0.7849287,0.001007252,0.0001599177,0.00189685,0.001751553,0.0001924496,0.01357696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002197633,"threshold_uncertainty_score":0.007628858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1275637233824634,"score_gpt":0.4086803855476761,"score_spread":0.2811166621652126,"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."}}