{"id":"W4414905460","doi":"10.1177/10497323251376238","title":"Integrating Equity, Diversity, and Inclusion Principles Into Qualitative Research Design","year":2025,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Capital District Health Authority; McGill University; Dalhousie University","funders":"Research Nova Scotia; Canadian Institutes of Health Research; Faculty of Health, Dalhousie University","keywords":"Qualitative research; Reflexivity; Inclusion (mineral); Research design; Inclusion–exclusion principle; Qualitative analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4651475,0.001322352,0.002391007,0.006715796,0.009807973,0.01407965,0.004943072,0.004734679,0.004923475],"category_scores_gemma":[0.331778,0.002610399,0.002083797,0.00692121,0.03987206,0.01431955,0.02516161,0.009582615,0.001011583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01229485,"about_ca_system_score_gemma":0.03383312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003197604,"about_ca_topic_score_gemma":0.00785752,"domain_scores_codex":[0.4424116,0.5156956,0.01795746,0.006026222,0.01533739,0.002571802],"domain_scores_gemma":[0.5573204,0.3804449,0.01145181,0.02493295,0.02256894,0.003281027],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000197174,0.0001910307,0.001618595,0.005352553,0.0001017148,0.0002919613,0.4430693,0.001482028,0.001854962,0.4328355,0.00407698,0.1089282],"study_design_scores_gemma":[0.0004141045,0.0004405345,0.001373193,0.01131028,0.0001432995,0.0005496092,0.0946748,0.004223734,0.002549813,0.7526467,0.1314284,0.0002455143],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0134459,0.001891575,0.9040757,0.02549089,0.0009298523,0.03149945,0.0002785763,0.000226781,0.02216137],"genre_scores_gemma":[0.07747572,0.0009689061,0.8514913,0.003558383,0.0001070303,0.0647382,0.00008596283,0.00008586656,0.001488604],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5348525,"threshold_uncertainty_score":0.6595683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8960884826405661,"score_gpt":0.7034842064236725,"score_spread":0.1926042762168936,"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."}}