{"id":"W2111231379","doi":"10.1111/jpm.12154","title":"‘It's nice to have something to do’: early‐onset dementia and maintaining purposeful activity","year":2014,"lang":"en","type":"article","venue":"Journal of Psychiatric and Mental Health Nursing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alzheimer Society","keywords":"Dementia; Dignity; Stressor; Psychology; Focus group; Qualitative research; Nice; Gerontology; Medicine; Psychiatry; Nursing; Disease; Sociology; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005509486,0.0003471125,0.0005008092,0.0008153792,0.005771514,0.003371919,0.001069444,0.001573883,0.002361358],"category_scores_gemma":[0.01029988,0.0003083295,0.0004011184,0.0006981709,0.007339998,0.003290813,0.004077267,0.003177577,0.0003594021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00396742,"about_ca_system_score_gemma":0.005446965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0153288,"about_ca_topic_score_gemma":0.03003192,"domain_scores_codex":[0.9959066,0.002794098,0.0001769904,0.000147366,0.0004071986,0.0005676623],"domain_scores_gemma":[0.9940923,0.002713429,0.0008933281,0.0001648886,0.0006925174,0.001443548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003907968,0.00008206063,0.007258018,0.0005550226,0.00001222763,0.002069263,0.963007,0.00002206645,0.000301634,0.003377844,0.004727236,0.01854853],"study_design_scores_gemma":[0.0000105169,0.00009432249,0.01390321,0.0009515809,0.00001793556,0.002659023,0.9434005,0.00004823291,0.0001431934,0.002447789,0.03628529,0.00003840622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9086736,0.01816216,0.001720396,0.03316613,0.0006735959,0.0001672516,0.0001337983,0.00003788568,0.03726529],"genre_scores_gemma":[0.9889225,0.00529707,0.0007093956,0.002322336,0.00005539981,0.00007120604,0.00003856988,0.00001063854,0.00257298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0153288,"threshold_uncertainty_score":0.03047913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0251505588726848,"score_gpt":0.408038351257006,"score_spread":0.3828877923843212,"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."}}