{"id":"W4389941724","doi":"10.2139/ssrn.4654170","title":"A Review of Health Equity Considerations in Cochrane Reviews of Lifestyle Interventions for Cardiovascular Health","year":2023,"lang":"en","type":"review","venue":"SSRN Electronic Journal","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Bruyère; McMaster University","funders":"","keywords":"Psychological intervention; Equity (law); Cardiovascular health; Health equity; Medicine; Environmental health; Gerontology; Business; Political science; Nursing; Disease; Public health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03351481,0.001871703,0.01049885,0.009922552,0.0008525586,0.004239199,0.002160958,0.00302423,0.006205837],"category_scores_gemma":[0.1121904,0.001784606,0.009570254,0.01071713,0.001432372,0.003833266,0.00298448,0.00352696,0.0002867772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0064206,"about_ca_system_score_gemma":0.01085861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009241954,"about_ca_topic_score_gemma":0.03560114,"domain_scores_codex":[0.9708316,0.01378154,0.00926406,0.001089462,0.00455468,0.0004788389],"domain_scores_gemma":[0.9204864,0.06628702,0.009024965,0.0007162743,0.003057843,0.0004274166],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000650604,0.00002632991,0.0003483621,0.8820699,0.01889949,0.00008590455,0.000221037,0.0002124646,0.0001767625,0.001043093,0.002245452,0.09402055],"study_design_scores_gemma":[0.0008684862,0.0002001862,0.002104929,0.8613141,0.104778,0.0002541072,0.0001755826,0.0001914195,0.0001820161,0.001389853,0.02849744,0.00004381835],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002776351,0.9984768,0.0002328859,0.0003923196,0.000100418,0.0002149672,0.00007306418,0.000006985779,0.0002248414],"genre_scores_gemma":[0.009520504,0.9863317,0.002103854,0.001248139,0.0001316134,0.000441261,0.0000678056,0.00000906391,0.0001460787],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9664852,"threshold_uncertainty_score":0.1772454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3743971490488134,"score_gpt":0.6055091046714516,"score_spread":0.2311119556226382,"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."}}