{"id":"W4200072854","doi":"10.1093/geroni/igab046.499","title":"Modulators of Caregiver Distress and Corresponding Impacts on Persons With Dementia","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Dyad; Distress; Psychosocial; Psychology; Dementia; Psychological intervention; Affect (linguistics); Interdependence; Clinical psychology; Psychological distress; Developmental psychology; Caregiver burden; Cognition; Medicine; Psychiatry; Communication; Mental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007950842,0.0002438329,0.000262539,0.0005552131,0.0006355361,0.0007282388,0.0001585211,0.0002199072,0.001762268],"category_scores_gemma":[0.005223787,0.0001055386,0.0004080237,0.0005535946,0.0002324414,0.000317745,0.001014355,0.0003830073,0.00008595187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000633885,"about_ca_system_score_gemma":0.0005138647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00632626,"about_ca_topic_score_gemma":0.01183647,"domain_scores_codex":[0.9994137,0.0003237065,0.00004985128,0.00006055509,0.00006250801,0.0000896624],"domain_scores_gemma":[0.9985864,0.0003873379,0.0006635794,0.00005849016,0.0001492496,0.000154923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001856687,0.00009308797,0.977322,0.00009494316,0.0001240934,0.0001347027,0.001658948,0.0001942856,0.0002443802,0.0001795942,0.0001784953,0.01958983],"study_design_scores_gemma":[0.000003825223,0.0001106041,0.9965845,0.00004972172,0.00006272187,0.0001220913,0.002060285,0.0002809386,0.00009117723,0.0002114497,0.0004160803,0.000006560761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968647,0.00119939,0.0001714268,0.0001947499,0.000009664554,0.00001259474,0.0002279405,0.00000404204,0.001315336],"genre_scores_gemma":[0.9994656,0.0002711554,0.00009768959,0.00001476052,0.000003764525,0.000005921294,0.00005866305,3.214473e-7,0.00008209758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00632626,"threshold_uncertainty_score":0.01257885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321506953861061,"score_gpt":0.2837081204177244,"score_spread":0.2704930508791138,"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."}}