{"id":"W4361296422","doi":"10.1186/s12939-023-01854-1","title":"Improving social justice in observational studies: protocol for the development of a global and Indigenous STROBE-equity reporting guideline","year":2023,"lang":"en","type":"article","venue":"International Journal for Equity in Health","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Canadian Agency for Drugs and Technologies in Health; St. Michael's Hospital; Western University; Royal College of Physicians and Surgeons of Canada; University of Toronto; Ottawa Hospital; Carleton University; Hospital for Sick Children; Canadian Council on Animal Care; Bruyère; Dalhousie University; SickKids Foundation; Ottawa Public Health; Queen's University; McMaster University; Impact; University of Ottawa","funders":"Medical Research Council; Canadian Institutes of Health Research","keywords":"Health equity; Health services research; Public relations; Observational study; Indigenous; Strengthening the reporting of observational studies in epidemiology; Equity (law); Health policy; Political science; Public health; Medicine; Nursing; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03507224,0.0001301366,0.0003649304,0.0002058163,0.001592081,0.00003419341,0.0004667385,0.00007779598,0.00001613409],"category_scores_gemma":[0.01911703,0.0001036849,0.0000569371,0.0004868354,0.00006798904,0.0002425688,0.0005355172,0.0003953266,0.000001463301],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003397336,"about_ca_system_score_gemma":0.009609614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005100452,"about_ca_topic_score_gemma":0.006032312,"domain_scores_codex":[0.9919369,0.0003469521,0.005723333,0.0002482159,0.0009236428,0.0008209986],"domain_scores_gemma":[0.9896818,0.003588628,0.004937267,0.00008975258,0.001564699,0.0001378141],"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":[0.001965845,0.0003406529,0.2943204,0.01428403,0.0002743704,0.00001910645,0.2390806,0.007173378,0.0001921829,0.01798138,0.04143271,0.3829354],"study_design_scores_gemma":[0.01973217,0.0007886515,0.6362991,0.003060202,0.00003586747,0.00006354058,0.1277563,0.05377415,0.00002701188,0.0306158,0.127203,0.0006442284],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.3392049,0.00006280337,0.1749794,0.2208974,0.007471832,0.2559292,0.001109777,0.0001258545,0.0002188283],"genre_scores_gemma":[0.3111145,0.00008417964,0.2273974,0.04774631,0.006520737,0.4065793,0.0001438843,0.00009344855,0.0003202322],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.3822911,"threshold_uncertainty_score":0.9997077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9144013576460519,"score_gpt":0.8056393892700107,"score_spread":0.1087619683760412,"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."}}