{"id":"W4414399234","doi":"10.1139/apnm-2025-0130","title":"Investigating the temporal effects of ovarian failure on single muscle fibre contractility using a chemically-induced ovarian failure model in mice","year":2025,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre; Women's Health Research Institute; Saint John Regional Hospital; Dalhousie University; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Contractility; Soleus muscle; Menopause; Calcium; Muscle contraction; Premature ovarian failure; Myocyte","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0003972177,0.0005015408,0.000493354,0.0007614517,0.0002520247,0.0003647425,0.000318197,0.000636257,0.001537551],"category_scores_gemma":[0.0002614612,0.000288205,0.0005703557,0.0002584735,0.0004433419,0.0004426929,0.0003700841,0.001224637,0.0003239342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000343769,"about_ca_system_score_gemma":0.0003117042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006944825,"about_ca_topic_score_gemma":0.001418034,"domain_scores_codex":[0.9997703,0.0000280085,0.00002236173,0.00006463822,0.00005273184,0.00006189931],"domain_scores_gemma":[0.9996102,0.00004719528,0.0001262137,0.00004191138,0.00003504316,0.0001393959],"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":[0.001626623,0.0004579647,0.002019583,0.0001002164,0.00001976159,0.0002184647,0.00006992088,0.0001887165,0.9921617,0.0001985304,0.0001152168,0.002823298],"study_design_scores_gemma":[0.0007240675,0.01628863,0.05341254,0.0000724825,0.0001501195,0.001091703,0.0004353162,0.003070603,0.9147815,0.0004869883,0.009429087,0.00005688712],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941506,0.001879477,0.001810084,0.0001841332,0.00007736724,0.0001364702,0.0008127634,0.00006312584,0.0008860149],"genre_scores_gemma":[0.9857082,0.001892618,0.002677837,0.0002804569,0.00004581682,0.0005930469,0.001470485,0.00004640825,0.007285115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001537551,"threshold_uncertainty_score":0.005143642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066868371184694,"score_gpt":0.2409900594555504,"score_spread":0.2303213757437034,"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."}}