{"id":"W7084280714","doi":"","title":"Exploring stress and mental health in dementia caregiver: a research-based evaluation using the caregiver self-assessment questionnaire tool","year":2025,"lang":"en","type":"dissertation","venue":"BRAC University Institutional Repository (BRAC University)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alzheimer Society","keywords":"Dementia; Mental health; Stress (linguistics); Bachelor; Mental stress","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00605233,0.0004661568,0.0009581475,0.001041208,0.0009388868,0.001016594,0.0004029855,0.0004250699,0.001609494],"category_scores_gemma":[0.00878992,0.0003757657,0.001021929,0.0007212544,0.0003980926,0.0005654956,0.001008216,0.0009099129,0.000463269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009442299,"about_ca_system_score_gemma":0.001426151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002947139,"about_ca_topic_score_gemma":0.005904392,"domain_scores_codex":[0.9984102,0.0007183467,0.0002435412,0.000127891,0.0003569417,0.0001430893],"domain_scores_gemma":[0.9957985,0.001184508,0.0008323798,0.0001285176,0.001453241,0.0006027776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00190653,0.006704175,0.8433292,0.0009500907,0.0004094723,0.0003018974,0.02455451,0.0002771009,0.001767459,0.0001188201,0.00309097,0.1165898],"study_design_scores_gemma":[0.0003574065,0.007358768,0.9661438,0.0004586832,0.0002107613,0.0003179625,0.02119976,0.0004552726,0.0007022318,0.00008698962,0.002640161,0.00006835041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977362,0.0002574325,0.0001969885,0.00008876976,0.00002092074,0.0007453559,0.0002924296,0.000003663571,0.0006582116],"genre_scores_gemma":[0.9916279,0.001318624,0.00242639,0.0001037637,0.00002793701,0.002486121,0.0008195032,0.000005691504,0.001184158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00605233,"threshold_uncertainty_score":0.03200817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05449853095081166,"score_gpt":0.298460832178241,"score_spread":0.2439623012274293,"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."}}