{"id":"W4410456050","doi":"10.1186/s40900-025-00731-1","title":"The co-development and pilot evaluation of the Siblings Training, Empowerment, and Advocacy Kit (Siblings TEAKit) to support youth and young adult siblings of individuals with a disability: A participatory action research qualitative study protocol","year":2025,"lang":"en","type":"letter","venue":"Research Involvement and Engagement","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McMaster University; McGill University Health Centre; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Empowerment; Participatory action research; Action (physics); Psychology; Citizen journalism; Training (meteorology); Action research; Medical education; Gerontology; Developmental psychology; Medicine; Pedagogy; Political science; Sociology","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","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.07736621,0.000510238,0.0007271194,0.001076547,0.001708414,0.0004049094,0.0006480486,0.0002826168,0.0001297156],"category_scores_gemma":[0.002272078,0.0003247023,0.00006609238,0.001537466,0.003165464,0.0002126562,0.001431291,0.003145549,0.000003314003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004615177,"about_ca_system_score_gemma":0.001418998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002833745,"about_ca_topic_score_gemma":0.001456094,"domain_scores_codex":[0.9757688,0.01342792,0.001452466,0.001571665,0.006294486,0.001484686],"domain_scores_gemma":[0.9926772,0.003457738,0.0003743288,0.001090049,0.002099941,0.0003007899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001921108,0.001960889,0.1593237,0.002738419,0.001084765,0.000007878024,0.7467467,8.892778e-7,0.00009323994,0.0002147303,0.06769536,0.01821236],"study_design_scores_gemma":[0.005465412,0.00794879,0.04886403,0.0008140637,0.000214442,0.000001422066,0.9027147,0.00002133345,0.0004298081,0.0007713824,0.03236041,0.0003941902],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.887103,0.00009009203,0.000004134347,0.01833016,0.00006984844,0.09299961,0.00006489948,0.0000204903,0.001317749],"genre_scores_gemma":[0.8830015,0.00005329027,0.00006890698,0.001816965,0.0001336582,0.113592,0.00008140109,0.00005100399,0.001201317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.155968,"threshold_uncertainty_score":0.9999205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6367300264105038,"score_gpt":0.5825817921336922,"score_spread":0.05414823427681159,"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."}}