{"id":"W2910611315","doi":"10.1113/ep087401","title":"Repeatability of exercise‐induced changes in mRNA expression and technical considerations for qPCR analysis in human skeletal muscle","year":2019,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Guelph; Saint John Regional Hospital; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Repeatability; Skeletal muscle; Messenger RNA; Human muscle; Biology; Computational biology; Internal medicine; Endocrinology; Medicine; Chemistry; Genetics; Gene; Chromatography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001122188,0.0001023542,0.0005427661,0.0001838446,0.00002560945,0.000002009763,0.00003381342,0.0001049716,0.0002003934],"category_scores_gemma":[0.00003678429,0.00009014995,0.00007207651,0.0001455575,0.00008403793,0.00004771856,0.00006071303,0.00009363151,0.00000150165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002708964,"about_ca_system_score_gemma":0.00001659899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001424592,"about_ca_topic_score_gemma":0.00007629822,"domain_scores_codex":[0.9991714,0.00004717948,0.0002499547,0.0003120022,0.00006393365,0.0001555813],"domain_scores_gemma":[0.9995242,0.00007785224,0.00006653359,0.0002644121,0.00002157315,0.00004539321],"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":[0.00007218156,0.0003359982,0.002953604,0.00003383762,0.00001893242,0.000001564992,0.0005340583,0.000003008477,0.9956791,0.0002523194,0.00001399857,0.0001013288],"study_design_scores_gemma":[0.001466583,0.0003029546,0.4344845,0.00003772737,0.00005080161,0.000002091127,0.0004405308,0.00003121982,0.5627245,0.0003604324,0.00002626312,0.00007237472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983279,0.0006818447,0.000002600195,0.00008263101,0.00004237026,0.0007018714,0.000007709474,0.00001243037,0.0001406141],"genre_scores_gemma":[0.9991,0.000015459,0.0005877803,0.00004713354,0.00003042363,0.0001216249,0.00004848813,0.000008658908,0.00004048434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4329547,"threshold_uncertainty_score":0.3676209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02952516734902135,"score_gpt":0.3391881738045258,"score_spread":0.3096630064555045,"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."}}