{"id":"W2330900552","doi":"10.1177/1471301214539956","title":"Coping with cognitive impairment and dementia: Rural caregivers’ perspectives","year":2014,"lang":"en","type":"article","venue":"Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Dementia; Cognitive reframing; Coping (psychology); Psychology; Family caregivers; Cognition; Clinical psychology; Developmental psychology; Gerontology; Medicine; Psychotherapist; Psychiatry; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003029484,0.000242178,0.0002879627,0.0001762183,0.0002381921,0.00008751835,0.00007129698,0.00005385643,0.0007467211],"category_scores_gemma":[0.00003903074,0.0001942581,0.00007311131,0.0001875352,0.0002638694,0.0001786323,0.0001205893,0.000190847,0.00005401281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005214367,"about_ca_system_score_gemma":0.00007262491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006338749,"about_ca_topic_score_gemma":0.00002229318,"domain_scores_codex":[0.9982325,0.000100267,0.0001937709,0.0004162477,0.0005440792,0.0005131441],"domain_scores_gemma":[0.9991019,0.00006885555,0.00007740332,0.0001680232,0.0003235256,0.0002602474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008395141,0.0004750289,0.9790659,0.0001663537,0.002456869,0.00007474486,0.003097757,4.764836e-7,0.001113568,0.000958073,0.001228892,0.01052284],"study_design_scores_gemma":[0.00998973,0.003960889,0.9574222,0.0003235419,0.001895691,0.0001182504,0.01843903,0.000118926,0.003194897,0.00008393853,0.004084431,0.0003684714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796255,0.001313261,0.005192349,0.0009271824,0.00005236669,0.0008640012,0.000009248434,0.00008227901,0.01193388],"genre_scores_gemma":[0.9981902,0.0001353006,0.0004821073,0.0004868279,0.0001101108,0.00008796115,0.00005040367,0.00002922071,0.0004279124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02164368,"threshold_uncertainty_score":0.8176072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008662245630958312,"score_gpt":0.2713658333308935,"score_spread":0.2627035876999352,"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."}}