{"id":"W4294233039","doi":"10.5334/gh.1146","title":"Sex and Gender Influence on Cardiovascular Health in Sub-Saharan Africa: Findings from Ghana, Gambia, Mali, Guinea, and Botswana","year":2022,"lang":"en","type":"article","venue":"Global Heart","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Alberta; McGill University; University of British Columbia","funders":"","keywords":"Medicine; Overweight; Demography; Logistic regression; Obesity; Body mass index; Female sex; Gerontology; Endocrinology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007746269,0.000190139,0.0005503637,0.00008734332,0.0002559505,0.00002113072,0.0000757118,0.00007978951,0.00005510609],"category_scores_gemma":[0.00005431532,0.0002010321,0.00009678685,0.0003611815,0.00006232499,0.00004947012,0.0001319218,0.0003574953,0.00001468406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003774445,"about_ca_system_score_gemma":0.0001883099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007551193,"about_ca_topic_score_gemma":0.0001721346,"domain_scores_codex":[0.9977603,0.0002499084,0.0003202718,0.00064522,0.0005173932,0.0005069185],"domain_scores_gemma":[0.9990759,0.00005840293,0.00003143328,0.0004622026,0.00003218489,0.0003398597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005454562,0.0002500773,0.8767145,0.0005255999,0.0003596714,0.0004579616,0.003862638,0.0001947312,0.000149283,0.0001786363,0.07402193,0.04273948],"study_design_scores_gemma":[0.001783177,0.0005267538,0.8789877,0.00006095251,0.00003961581,0.0002547652,0.001045752,0.0001133818,0.00003390542,0.0006789333,0.1162715,0.0002036328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488312,0.0455813,0.000005239708,0.004060916,0.0001558166,0.0005617824,0.000290559,0.00004580788,0.0004673589],"genre_scores_gemma":[0.9919659,0.0006440757,0.0002173327,0.006914453,0.00008116908,0.00004337737,0.00005835222,0.00001584605,0.00005949487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04493723,"threshold_uncertainty_score":0.9990576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04792104593615667,"score_gpt":0.3075515698986426,"score_spread":0.259630523962486,"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."}}