{"id":"W7115700788","doi":"10.48448/8j59-tk58","title":"Development of a reporting guideline on health equity in observational research (STROBE-Equity)","year":2025,"lang":"","type":"other","venue":"Underline Science Inc.","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère","funders":"","keywords":"Observational study; Guideline; Strengthening the reporting of observational studies in epidemiology; Equity (law); Transparency (behavior); Health equity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","bibliometrics","sts","open_science","insufficient_payload"],"category_scores_codex":[0.1766761,0.001184027,0.002475013,0.01366895,0.002078929,0.0004885239,0.005512197,0.0006432215,0.002188752],"category_scores_gemma":[0.04988999,0.001229628,0.0002203849,0.02514613,0.005383519,0.0006592378,0.01027087,0.003352295,0.0009046186],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0195962,"about_ca_system_score_gemma":0.197464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003001416,"about_ca_topic_score_gemma":0.02337755,"domain_scores_codex":[0.9525247,0.001333151,0.01982414,0.004820875,0.01626311,0.00523403],"domain_scores_gemma":[0.9708344,0.001143554,0.01617431,0.003013224,0.007730211,0.001104245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006486842,0.007577599,0.008420857,0.003979752,0.000239517,0.000223463,0.00364727,0.01058187,0.0425883,0.1717337,0.05828979,0.6920692],"study_design_scores_gemma":[0.007882948,0.002857542,0.04619385,0.05855958,0.00008366656,0.00007286909,0.007006616,0.1368281,0.01634659,0.03129259,0.6873626,0.005513028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.02543059,0.002018343,0.02350594,0.01806765,0.003633891,0.01200987,0.0008590688,0.000490703,0.9139839],"genre_scores_gemma":[0.1288464,0.0002663784,0.7968456,0.00190816,0.000835803,0.0002597971,0.000909721,0.0007645374,0.06936359],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8446203,"threshold_uncertainty_score":0.9998733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5743715682950187,"score_gpt":0.5850422446540335,"score_spread":0.01067067635901486,"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."}}