{"id":"W2898108221","doi":"10.1177/1471301218808607","title":"Identity, relationship quality, and subjective burden in caregivers of persons with dementia","year":2018,"lang":"en","type":"article","venue":"Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research; Canadian Frailty Network; Alzheimer Society; Saskatchewan Health Research Foundation","keywords":"Dementia; Caregiver burden; Psychology; Psychological intervention; Perception; Scale (ratio); Clinical psychology; Family caregivers; Identity (music); Structural equation modeling; Gerontology; Psychiatry; Medicine; Disease","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":[0.000572176,0.000124675,0.0002241876,0.0003058404,0.0001004568,0.00003158144,0.00008666784,0.00005396629,0.0004667052],"category_scores_gemma":[0.00008721557,0.0001111891,0.00004504721,0.00042756,0.0003614255,0.0002690511,0.0001144107,0.0001462971,0.00002316363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004224621,"about_ca_system_score_gemma":0.0001049789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008626429,"about_ca_topic_score_gemma":0.001314636,"domain_scores_codex":[0.9985275,0.0001219865,0.0002617794,0.0002919651,0.0005138574,0.000282878],"domain_scores_gemma":[0.9992726,0.0000711286,0.00009799449,0.0001834897,0.0002673203,0.0001075022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002723727,0.0001106597,0.9931242,0.00009768438,0.0004057639,0.00002011657,0.001575761,2.351222e-7,0.00190851,0.001673749,0.0001400557,0.0006709288],"study_design_scores_gemma":[0.002905344,0.0008595668,0.9893751,0.0001225554,0.0004144358,0.00001284197,0.002993784,0.00002453899,0.002511362,0.0004177174,0.0002478052,0.0001149512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825025,0.0003515777,0.0008029247,0.0004231102,0.00003670213,0.0004839588,0.00001141501,0.00001849632,0.01536935],"genre_scores_gemma":[0.9988797,0.00001861731,0.0005041342,0.00006000427,0.00005419043,0.00002436548,0.00002235255,0.00001408398,0.0004225897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0163772,"threshold_uncertainty_score":0.5110094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04342352758968668,"score_gpt":0.3601331072932399,"score_spread":0.3167095797035532,"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."}}