{"id":"W2161219053","doi":"10.3138/cja.27.2.169","title":"Caregiving: Predicting At-Risk Status","year":2008,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Stressor; Caregiver burden; Psychological resilience; Gerontology; Quality of life (healthcare); Psychology; Medicine; Clinical psychology; Nursing; Social psychology; Dementia; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001002578,0.0004230433,0.00022024,0.001186277,0.0007175879,0.001073775,0.0004571998,0.0004176377,0.004152848],"category_scores_gemma":[0.004659396,0.000125828,0.0002924884,0.0009882292,0.000512037,0.0003594015,0.0007948424,0.0004967244,0.0004307513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00088102,"about_ca_system_score_gemma":0.0009272679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0773356,"about_ca_topic_score_gemma":0.0945653,"domain_scores_codex":[0.9995736,0.0001500673,0.00003800881,0.00005093125,0.0000967159,0.00009052761],"domain_scores_gemma":[0.9981818,0.0003766617,0.0006012823,0.00009173484,0.0002699129,0.0004786654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002254151,0.00001385596,0.9969723,0.00001833799,0.00002395144,0.00003268589,0.0004805958,0.00007743426,0.00004743453,0.0000441343,0.0001402121,0.00212649],"study_design_scores_gemma":[8.807876e-7,0.00002298864,0.9982672,0.00003403595,0.00001093146,0.00005588854,0.001046008,0.0001752496,0.00002718828,0.00008578919,0.0002705555,0.000003217792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970245,0.0005127841,0.0001365727,0.0002591652,0.000008489072,0.00001276231,0.0004988527,0.000003129505,0.00154379],"genre_scores_gemma":[0.9987759,0.0003394186,0.0001214583,0.00002365676,0.000006996447,0.00001160589,0.000270915,7.549096e-7,0.0004493115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0773356,"threshold_uncertainty_score":0.1537709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119656718976654,"score_gpt":0.2211587408260798,"score_spread":0.2091930689284144,"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."}}