{"id":"W3196384035","doi":"10.1128/spectrum.01098-21","title":"Development of a Multiplex Real-Time PCR Assay for Mycobacterium bovis BCG and Validation in a Clinical Laboratory","year":2021,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; Government of Canada; Bill and Melinda Gates Foundation","keywords":"Mycobacterium bovis; Multiplex; Multiplex polymerase chain reaction; Real-time polymerase chain reaction; Biology; Computational biology; Mycobacterium; Microbiology; Medicine; Polymerase chain reaction; Genetics; Mycobacterium tuberculosis; Pathology; Tuberculosis; Gene; Bacteria","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":[0.006213255,0.001496812,0.001116807,0.002324516,0.0005880914,0.001203414,0.001259685,0.001860335,0.0013995],"category_scores_gemma":[0.008612693,0.0009464514,0.0008643484,0.001243299,0.001026311,0.0007651508,0.0007845617,0.0015042,0.001921585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003948371,"about_ca_system_score_gemma":0.001233561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009196046,"about_ca_topic_score_gemma":0.001095807,"domain_scores_codex":[0.9898107,0.002959602,0.001030754,0.002071371,0.00353533,0.0005921594],"domain_scores_gemma":[0.995689,0.001797429,0.0005843823,0.0004778581,0.001205034,0.0002464494],"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":[0.0007272045,0.001202675,0.02816047,0.0004318565,0.00009916232,0.000542498,0.0005295119,0.001611901,0.9289942,0.000634851,0.0008383826,0.03622742],"study_design_scores_gemma":[0.0003127999,0.006147182,0.04444655,0.0003979391,0.0002858315,0.003787754,0.000531657,0.03530877,0.892705,0.001103837,0.01476056,0.0002121536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3803865,0.002537149,0.593015,0.001333367,0.00123206,0.007670547,0.003602671,0.004085612,0.006137072],"genre_scores_gemma":[0.3957836,0.001143051,0.5860862,0.001077658,0.0002771495,0.005962471,0.004871822,0.0001616625,0.004636442],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006213255,"threshold_uncertainty_score":0.03285927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03362595586055026,"score_gpt":0.3452680620414785,"score_spread":0.3116421061809282,"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."}}