{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1556212,0.0002456156,0.000875812,0.0002014089,0.00474775,0.0000590468,0.0007282007,0.0001841076,0.0001841015],"category_scores_gemma":[0.1357245,0.0001819392,0.0001434171,0.001236578,0.0006729689,0.0004302512,0.001444896,0.0006488977,0.00003765056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003922095,"about_ca_system_score_gemma":0.002478549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001733562,"about_ca_topic_score_gemma":0.000615173,"domain_scores_codex":[0.9756786,0.01765449,0.002692222,0.0007861361,0.001213785,0.001974815],"domain_scores_gemma":[0.8965203,0.09995753,0.001817308,0.0007828506,0.0004792649,0.0004427634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002120843,0.00001852836,0.00325249,0.004635682,0.00001768523,0.000002157535,0.01475673,7.739114e-7,0.03444561,0.00482684,0.003317139,0.9345143],"study_design_scores_gemma":[0.002045393,0.0009598958,0.8249042,0.008626319,0.0002510512,0.00001899544,0.07916958,0.004599288,0.02268267,0.02985853,0.0253369,0.001547178],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7284234,0.004574658,0.04653435,0.2077907,0.002946702,0.005708544,0.0002491555,0.0007798204,0.002992684],"genre_scores_gemma":[0.964494,0.003326218,0.02630631,0.00438083,0.0004610523,0.000546037,0.000002996707,0.00004324807,0.000439342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9329671,"threshold_uncertainty_score":0.9965479,"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."}}