{"id":"W7081442272","doi":"","title":"Empowering Community-Dwelling Older Adults to Become Self-Advocates for Health Care Services","year":2025,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Exploratory research; Focus group; Action (physics); Health promotion; Public health; Qualitative research; Chronic disease; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004365131,0.0003100147,0.000225304,0.0005476886,0.003003329,0.001558679,0.0008597743,0.0008116307,0.002793633],"category_scores_gemma":[0.00490731,0.0002003265,0.0003932094,0.000194465,0.0008787723,0.001213648,0.004332259,0.001138087,0.0003023107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001569317,"about_ca_system_score_gemma":0.007615882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02470813,"about_ca_topic_score_gemma":0.1270058,"domain_scores_codex":[0.9984908,0.0007664781,0.00006302147,0.00007193669,0.000163132,0.0004445763],"domain_scores_gemma":[0.9972761,0.0007503242,0.000365328,0.0001094063,0.0003388341,0.00116002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003888773,0.00639438,0.0843105,0.001016292,0.00006728411,0.001208823,0.3148859,0.0002726431,0.01025624,0.001264619,0.01937776,0.5605567],"study_design_scores_gemma":[0.0005785582,0.006085719,0.2928751,0.002333745,0.0002142054,0.0007297348,0.526592,0.001386776,0.004693353,0.001992926,0.1623946,0.0001233292],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783951,0.0005377709,0.00156465,0.005294323,0.00007645719,0.0007917841,0.00005207507,0.00006759844,0.01322013],"genre_scores_gemma":[0.9807357,0.001259124,0.009521147,0.002201332,0.00005547638,0.0009082236,0.00009298745,0.000008907563,0.005217166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02470813,"threshold_uncertainty_score":0.04912859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005444850955755355,"score_gpt":0.2221246467057531,"score_spread":0.2166797957499977,"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."}}