{"id":"W4415752319","doi":"10.1139/apnm-2025-0232","title":"Exercise preferences and perceptions of women during the menopausal transition","year":2025,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; University of Calgary","funders":"Research Services, University of Calgary; Natural Sciences and Engineering Research Council of Canada; Cumming School of Medicine, University of Calgary","keywords":"Menopause; Resistance training; Resistance (ecology); Perception; Bone health; Strength training; Postmenopausal women; Physical activity","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000816412,0.0001441236,0.0002448152,0.0004410681,0.0007356363,0.0006651449,0.0002488229,0.0003780249,0.002083248],"category_scores_gemma":[0.002777686,0.0001565311,0.0003760907,0.0004564158,0.0004020701,0.0002872309,0.0004590827,0.0004630538,0.0001696285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037918,"about_ca_system_score_gemma":0.001410079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2470541,"about_ca_topic_score_gemma":0.3764938,"domain_scores_codex":[0.9996578,0.00007364183,0.00002497583,0.00003686151,0.00009155735,0.000115226],"domain_scores_gemma":[0.9992574,0.0001369093,0.0001576313,0.00001556869,0.0001044208,0.0003281007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002985879,0.0002300719,0.9771839,0.000100036,0.00005833517,0.0001309315,0.007542775,0.00007089927,0.0006200441,0.0000533881,0.0006359569,0.01307504],"study_design_scores_gemma":[0.00001266651,0.0001637554,0.9912491,0.00002768085,0.00001397259,0.00005255529,0.007584721,0.00008791765,0.00003378043,0.00002442387,0.0007401782,0.000009234957],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99826,0.0002727307,0.00002515974,0.0002254749,0.000006843768,0.00002479617,0.0001890718,0.000001577672,0.0009944333],"genre_scores_gemma":[0.9989432,0.0002576641,0.00006848971,0.0001355688,0.000004211362,0.0000139864,0.0001347989,0.000001003429,0.0004412478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2470541,"threshold_uncertainty_score":0.491232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214666475574773,"score_gpt":0.2800449319492919,"score_spread":0.2678982671935441,"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."}}