{"id":"W2315334931","doi":"10.1017/s1478951513000461","title":"Understanding the needs of family caregivers of older adults dying with dementia","year":2013,"lang":"en","type":"review","venue":"Palliative & Supportive Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Dementia; Palliative care; Family caregivers; Scope (computer science); MEDLINE; Realm; Needs assessment; Medicine; Psychology; Nursing; Scopus; End-of-life care; Gerontology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001938221,0.0007103082,0.003004961,0.0004527044,0.00008583882,0.00001153539,0.0003752742,0.0003005159,0.0001912427],"category_scores_gemma":[0.0001890262,0.0004208539,0.0008008063,0.0009692216,0.0006657718,0.0001105678,0.0001359655,0.0005135462,0.000009746732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005210865,"about_ca_system_score_gemma":0.0008125178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002528051,"about_ca_topic_score_gemma":0.00003064544,"domain_scores_codex":[0.9968413,0.0002510064,0.001209606,0.0004429282,0.0007921664,0.0004630536],"domain_scores_gemma":[0.994615,0.0007034101,0.002174302,0.000599188,0.001751066,0.0001570943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006565742,0.0003398313,0.08678936,0.3033634,0.01734712,0.0001293618,0.4039005,0.00000979674,0.00004044273,0.001154071,0.002948826,0.1833207],"study_design_scores_gemma":[0.002638337,0.00128918,0.001695975,0.2660109,0.01097128,0.000005887386,0.6463711,0.000004507888,0.0004558414,0.00002000917,0.06976157,0.0007753684],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001545711,0.9886048,0.002451743,0.00002090789,0.0001591284,0.002413668,0.0004508618,0.00002521369,0.004327958],"genre_scores_gemma":[0.08147048,0.9171176,0.0004622807,0.00003318576,0.00007407354,0.0001488065,0.0004932219,0.00009247639,0.0001078762],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2424706,"threshold_uncertainty_score":0.9998243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2403353569727244,"score_gpt":0.4111513380029604,"score_spread":0.170815981030236,"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."}}