{"id":"W4376649187","doi":"10.1002/cesm.12012","title":"The equity group: Supporting Cochrane's social responsibility of improving health equity","year":2023,"lang":"en","type":"article","venue":"Cochrane Evidence Synthesis and Methods","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; St. Joseph’s Healthcare Hamilton; McMaster University; Impact; Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Equity (law); Health equity; Business; Public relations; Equity risk; Psychology; Political science; Finance; Private equity; Health care; Law","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":["metaresearch"],"category_scores_codex":[0.5848976,0.002535896,0.005696206,0.0145612,0.008078971,0.03321349,0.01176918,0.06547319,0.02424347],"category_scores_gemma":[0.8039424,0.002709746,0.00602636,0.01251823,0.0213449,0.0235115,0.02938218,0.03884736,0.006058461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02091099,"about_ca_system_score_gemma":0.171786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01162809,"about_ca_topic_score_gemma":0.009228547,"domain_scores_codex":[0.4098015,0.4160709,0.06659288,0.01544385,0.08239695,0.009693876],"domain_scores_gemma":[0.1298649,0.6457323,0.03015133,0.04876659,0.1117149,0.03376998],"domain_codex":"methods","domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006210144,0.0002216064,0.0009044466,0.01025844,0.0006296117,0.0001654672,0.002975771,0.0006847716,0.0002936843,0.0922775,0.6383919,0.2525756],"study_design_scores_gemma":[0.001504388,0.0002907129,0.0009799674,0.04842127,0.0008207049,0.0002118898,0.00148536,0.002128596,0.0009762541,0.1313764,0.8115277,0.0002767105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0007543994,0.0238513,0.01097312,0.8967251,0.04990279,0.002713375,0.0003642815,0.000580636,0.0141349],"genre_scores_gemma":[0.03728974,0.02207625,0.1908186,0.6588026,0.05323409,0.01961367,0.0007097216,0.001576492,0.01587891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4151024,"threshold_uncertainty_score":0.5118952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5852054287257513,"score_gpt":0.7267600170569414,"score_spread":0.1415545883311901,"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."}}