{"id":"W4414757801","doi":"10.1159/000548713","title":"Sex Differences in Phenomenology of Behavioral and Psychological Symptoms of Dementia","year":2025,"lang":"en","type":"article","venue":"Neurodegenerative Diseases","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McGill University; University of Calgary; Public Health Ontario; CARE Canada; Western University; University of Toronto; Ontario Shores Centre for Mental Health Sciences; Queen's University; London Health Sciences Centre; Centre for Addiction and Mental Health; St. Michael's Hospital","funders":"Department of Psychiatry, University of Toronto; National Institutes of Health; Fonds de Recherche du Québec - Santé; Mitacs; Eisai; Ontario Ministry of Health and Long-Term Care; Canadian Institutes of Health Research; Weston Brain Institute; Centre for Addiction and Mental Health Foundation; Fondation Brain Canada; Johns Hopkins University; BrightFocus Foundation; Ontario Ministry of Research and Innovation; H. Lundbeck A/S; Patient-Centered Outcomes Research Institute; University of Toronto; Biogen; National Institute on Aging; Consortium canadien en neurodégénérescence associée au vieillissement; Alzheimer's Drug Discovery Foundation","keywords":"Phenomenology (philosophy); Dementia; Relevance (law); Disease; Interpretative phenomenological analysis; Lived experience","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":[],"consensus_categories":[],"category_scores_codex":[0.00004680055,0.00009939737,0.00031074,0.0001953323,0.0000228703,0.000005608591,0.00006237339,0.00003503113,0.0001474562],"category_scores_gemma":[0.00004469397,0.00007722824,0.00004632185,0.0002045734,0.0003105935,0.00003277579,0.00007093134,0.00007924772,6.170512e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007235531,"about_ca_system_score_gemma":0.00004340768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001568479,"about_ca_topic_score_gemma":0.000006479,"domain_scores_codex":[0.9990731,0.0001357876,0.0002321899,0.0002527057,0.0001506056,0.0001556261],"domain_scores_gemma":[0.9996172,0.00007145027,0.00004709974,0.0001146775,0.00009013377,0.00005949608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002467291,0.001712995,0.965127,0.0000660818,0.00005892995,0.00001563384,0.00009230234,2.746474e-7,0.02285197,0.0008702719,0.00004396327,0.008913845],"study_design_scores_gemma":[0.00147395,0.001857495,0.9775321,0.00004575447,0.0001546912,0.000001337925,0.0002422012,0.00003507726,0.01833037,0.000268457,0.000009788659,0.00004871039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997256,0.001009987,0.00005644937,0.0001197361,0.00003767069,0.0002966768,0.00003780527,0.000008205082,0.001177432],"genre_scores_gemma":[0.9994114,0.000115855,0.00003736332,0.0001175043,0.000009249791,0.00004525442,0.00001647654,0.000003820955,0.0002430738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01240516,"threshold_uncertainty_score":0.3149276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03911499184493349,"score_gpt":0.364429040211712,"score_spread":0.3253140483667785,"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."}}