{"id":"W4386400607","doi":"10.1016/j.jcjd.2023.08.008","title":"Impact of Sex and Gender on Metabolic Syndrome in Adults: A Retrospective Cohort Study From the Canadian Primary Care Sentinel Surveillance Network","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; University of Alberta; University of Toronto; McGill University; University of British Columbia","funders":"Canadian Institutes of Health Research; University of British Columbia; McGill University","keywords":"Medicine; Primary care; Retrospective cohort study; Cohort; Family medicine; Pediatrics; Demography; Internal medicine","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":[0.0009018552,0.0005808375,0.0007162123,0.001373096,0.002098141,0.001268437,0.00141884,0.0008716812,0.001419975],"category_scores_gemma":[0.00214258,0.0006905869,0.001119789,0.003649,0.0005547825,0.000555931,0.001045271,0.001082903,0.0001793033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005167633,"about_ca_system_score_gemma":0.008797885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.905686,"about_ca_topic_score_gemma":0.9418403,"domain_scores_codex":[0.9987888,0.00010604,0.00008538285,0.0002715287,0.0003716085,0.0003766611],"domain_scores_gemma":[0.9984558,0.0000948095,0.0003380725,0.0001348243,0.0005794259,0.0003972031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003364049,0.00001228432,0.9989972,0.00000680559,0.00006622807,0.00004145174,0.0001180427,0.00001265307,0.00004826795,0.0000196151,0.0002539092,0.0003899711],"study_design_scores_gemma":[0.000003029659,0.0000109039,0.9994026,0.000007481477,0.00002921075,0.00004527788,0.0002977465,0.0000539926,0.000008041003,0.000008129079,0.0001291985,0.00000445577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931214,0.0006165589,0.00007412529,0.0001744617,0.00002175573,0.00003111796,0.004858379,0.000007578862,0.001094578],"genre_scores_gemma":[0.9973069,0.0002996871,0.000117293,0.0001092962,0.00001046982,0.00001836189,0.001883027,0.000004352049,0.0002506139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09431398,"threshold_uncertainty_score":0.1897388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009957645959721904,"score_gpt":0.2278765733896821,"score_spread":0.2179189274299602,"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."}}