{"id":"W4410556012","doi":"10.1177/16094069251344357","title":"Methodological Insights From an Experience-Based Co-Design Method Applied to a Study of Older Adults Living with HIV’s Perspectives on Virtual Geriatric Care","year":2025,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; Ministry of Health and Long Term Care; Ministry of Health; Health Sciences Centre; Sunnybrook Health Science Centre; Sinai Health System; Toronto Rehabilitation Institute; University of Toronto; Toronto Metropolitan University; University Health Network","funders":"","keywords":"Human immunodeficiency virus (HIV); Gerontology; Geriatric care; Psychology; Medicine; Nursing; Family medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.08706599,0.001449733,0.001071923,0.004548922,0.006968582,0.008130141,0.002806497,0.002332764,0.004257917],"category_scores_gemma":[0.07999761,0.001005311,0.001339449,0.003520709,0.01107826,0.004463209,0.01062465,0.003573353,0.0006634435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005807637,"about_ca_system_score_gemma":0.01046356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002808748,"about_ca_topic_score_gemma":0.00659098,"domain_scores_codex":[0.8768125,0.112131,0.002124631,0.003082442,0.003733487,0.002115935],"domain_scores_gemma":[0.9034482,0.08046277,0.002166264,0.004714998,0.006953531,0.002254258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002691166,0.001021678,0.004993692,0.002325305,0.00005888037,0.001139575,0.8798774,0.000695028,0.002196795,0.01902146,0.001772879,0.08662818],"study_design_scores_gemma":[0.0006627766,0.002273003,0.006334164,0.003841865,0.0002032202,0.001283966,0.8600423,0.002729323,0.004465905,0.02327592,0.09470677,0.0001807781],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5399323,0.003322222,0.3670523,0.006704244,0.000672468,0.03423579,0.0005607832,0.0001805814,0.04733937],"genre_scores_gemma":[0.7303576,0.001551947,0.220415,0.002084083,0.0001103209,0.03970137,0.0001887975,0.0001335513,0.005457315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08706599,"threshold_uncertainty_score":0.4604545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6661896432253741,"score_gpt":0.6693040923008459,"score_spread":0.003114449075471759,"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."}}