{"id":"W3039108273","doi":"10.1016/j.cjco.2020.06.016","title":"Sex, Gender, and Equity in Cardiovascular Medicine, Surgery, and Science in Canada: Challenges, Successes, and Opportunities for Change","year":2020,"lang":"en","type":"article","venue":"CJC Open","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital; McMaster University; Hospital for Sick Children; St. Michael's Hospital; Lawson Health Research Institute; University Health Network; University of Toronto; University of Alberta; Ontario Tech University","funders":"Canadian Institutes of Health Research; Canadian Cardiovascular Society","keywords":"Gender equity; Equity (law); Gender disparity; Medicine; Gerontology; Political science; Sociology; Demography; Gender studies; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006667529,0.0003981151,0.0006990633,0.00240275,0.0271034,0.006808831,0.002565384,0.00104006,0.00559369],"category_scores_gemma":[0.009085698,0.0003173965,0.0006291427,0.00434511,0.0116109,0.002165371,0.007434715,0.002873624,0.0001685568],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09191934,"about_ca_system_score_gemma":0.286498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9910066,"about_ca_topic_score_gemma":0.9943358,"domain_scores_codex":[0.9910004,0.001367702,0.0002246167,0.0006855825,0.003054647,0.003667129],"domain_scores_gemma":[0.989471,0.001248286,0.0007112845,0.0001751957,0.002584642,0.005809666],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001896474,0.0001641183,0.4448582,0.001090026,0.0001243241,0.001582113,0.1810863,0.0003776069,0.0009081421,0.02978035,0.03382076,0.3060183],"study_design_scores_gemma":[0.00002112689,0.00009645019,0.4768311,0.00203099,0.00007279207,0.0005894387,0.3963778,0.000416765,0.0004086033,0.006779476,0.1162137,0.0001616861],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7638032,0.03798477,0.001771671,0.1299059,0.001588423,0.0001869066,0.001325995,0.00008986978,0.06334316],"genre_scores_gemma":[0.9807748,0.008807703,0.0008271771,0.005284818,0.00009592774,0.00004580205,0.0001837613,0.00002613356,0.00395386],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9933324,"threshold_uncertainty_score":0.6669246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5323620723238418,"score_gpt":0.4051751752556966,"score_spread":0.1271868970681452,"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."}}