{"id":"W3091910700","doi":"10.1093/eurpub/ckaa165.1024","title":"Raising the bar: Sex and Gender-Based Analysis and Reporting (SGBAR) in health research","year":2020,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Heart and Stroke Foundation","funders":"","keywords":"Government (linguistics); Restructuring; Health care; Public health; Medicine; Public relations; Gerontology; Political science; Psychology; Nursing; 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":[0.6558344,0.001069488,0.002368772,0.007079266,0.01051512,0.02756125,0.006909061,0.01435844,0.006891002],"category_scores_gemma":[0.7436315,0.001856249,0.002600932,0.01021364,0.05655083,0.03502489,0.02212525,0.0200389,0.001800551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01475295,"about_ca_system_score_gemma":0.04268986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008791841,"about_ca_topic_score_gemma":0.007351792,"domain_scores_codex":[0.2057367,0.6734813,0.04670483,0.01815651,0.05233682,0.003583847],"domain_scores_gemma":[0.07921115,0.7821437,0.05695531,0.03586708,0.03928334,0.006539419],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004882027,0.0001221657,0.03176172,0.01087795,0.0005429334,0.0003310171,0.05742148,0.0004283201,0.0005009303,0.2492038,0.2271584,0.4211631],"study_design_scores_gemma":[0.000211847,0.0005462283,0.02485724,0.08463913,0.0005891349,0.001438263,0.0539317,0.002312051,0.001464729,0.3295164,0.4998229,0.0006704449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.005719515,0.05066901,0.0157831,0.8969865,0.0242863,0.0002394339,0.0002720487,0.0001410817,0.005903042],"genre_scores_gemma":[0.2815119,0.03945978,0.0544485,0.575938,0.0428035,0.002000415,0.0004224435,0.0006952801,0.002720219],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3441656,"threshold_uncertainty_score":0.4244174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7156778634434651,"score_gpt":0.5068238217229841,"score_spread":0.2088540417204809,"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."}}