{"id":"W7070415584","doi":"","title":"Physical Activity and Markers of Cardiovascular Health: Understanding the Influence of Menopause and Stroke","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Canada; Canadian Institutes of Health Research; AGE-WELL; McMaster University","keywords":"Cardiorespiratory fitness; Aerobic exercise; Stroke (engine); Blood pressure; Body mass index; Menopause; Waist; Population; Cardiovascular health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006842669,0.0007662913,0.003380683,0.004642176,0.0002629737,0.002632684,0.0009693113,0.001692076,0.002037577],"category_scores_gemma":[0.02313137,0.0007271098,0.003137117,0.003549971,0.0008381535,0.002396862,0.001288487,0.001691592,0.0002307728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001450539,"about_ca_system_score_gemma":0.003621802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008081753,"about_ca_topic_score_gemma":0.01249204,"domain_scores_codex":[0.9966018,0.001835791,0.0005695334,0.0003081185,0.0005769469,0.0001077975],"domain_scores_gemma":[0.9856145,0.01035196,0.002724361,0.0002572817,0.000884215,0.000167682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00129771,0.0001361787,0.02455741,0.3062733,0.01794676,0.0002127228,0.001393491,0.00138924,0.0006841701,0.006936507,0.01152079,0.6276518],"study_design_scores_gemma":[0.00147182,0.002074569,0.1840472,0.5475245,0.05126301,0.00111662,0.001680844,0.002739305,0.000598598,0.03517274,0.1720389,0.000271835],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001497174,0.9957293,0.0001087452,0.002279228,0.0001059532,0.00001301841,0.00006314944,0.000001792193,0.0002016314],"genre_scores_gemma":[0.02393589,0.9731817,0.0005680682,0.001439398,0.0005908149,0.00007854898,0.00007937438,0.000002281466,0.0001239222],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008081753,"threshold_uncertainty_score":0.03618795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03542516070860958,"score_gpt":0.2779862471816706,"score_spread":0.2425610864730611,"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."}}