{"id":"W2987710012","doi":"10.1016/j.celrep.2020.107980","title":"Molecular Transducers of Human Skeletal Muscle Remodeling under Different Loading States","year":2020,"lang":"en","type":"article","venue":"Cell Reports","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Queen's University; University of Calgary; McMaster University","funders":"FP7 Health; Medical Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Transcriptome; Skeletal muscle; Gene; Proteome; Untranslated region; Phenotype; Computational biology; Cell biology; Genetics; Gene expression; Messenger RNA; Anatomy","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":[0.00005396505,0.0001350592,0.0001664615,0.00001717567,0.00005142578,0.000005530125,0.00007771308,0.00009995713,0.00003647483],"category_scores_gemma":[0.00001471549,0.0001304428,0.0001378335,0.00004180813,0.0000688736,0.0000025615,0.00004540589,0.00007841625,9.959784e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000470685,"about_ca_system_score_gemma":0.0000280359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001365907,"about_ca_topic_score_gemma":0.000002927331,"domain_scores_codex":[0.999064,0.00003268158,0.00028177,0.0003500134,0.00009198642,0.0001795865],"domain_scores_gemma":[0.9995004,0.000004517549,0.0001278753,0.0002352536,0.00003611479,0.00009585392],"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":[0.00001447129,0.00004738732,0.0002652439,0.00005414943,0.00002421019,0.00001884536,0.0001210995,0.004822171,0.9941978,0.00002180862,0.0001319331,0.0002808863],"study_design_scores_gemma":[0.0002597721,0.0002412217,0.001122961,0.000008850899,0.00002895029,0.000004296482,0.0002461222,0.0003453321,0.9961708,0.0007039647,0.0006824786,0.0001852435],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934902,0.0005695774,0.004146237,0.0001094373,0.00005997163,0.0001032564,0.000002319016,0.00001376639,0.001505266],"genre_scores_gemma":[0.9992828,0.00005369663,0.00005919333,0.0003642541,0.00004286428,0.000004581288,0.0001417442,0.00002087555,0.00003001447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005792607,"threshold_uncertainty_score":0.5319303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293258821899973,"score_gpt":0.2406594562891567,"score_spread":0.227726868070157,"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."}}