{"id":"W2024929426","doi":"10.2190/9754-21rh-5148-8025","title":"Changes in Health Outcomes among Older Husband Caregivers: A One-Year Longitudinal Study","year":2007,"lang":"en","type":"article","venue":"The International Journal of Aging and Human Development","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi; Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Stressor; Longitudinal study; Psychology; Distress; Psychological distress; Clinical psychology; Mental health; Gerontology; Medicine; Psychiatry","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":[0.002738029,0.00007257071,0.0001325633,0.000221183,0.0003555362,0.0001342343,0.0002914009,0.00001884244,0.0000443461],"category_scores_gemma":[0.0000302419,0.00005527415,0.00002980179,0.00005975964,0.00007040484,0.0001056557,0.00006168029,0.0001457534,9.496552e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003533678,"about_ca_system_score_gemma":0.000166102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001606341,"about_ca_topic_score_gemma":0.06112756,"domain_scores_codex":[0.9986662,0.00006555737,0.0003365459,0.00009249214,0.00067386,0.0001653665],"domain_scores_gemma":[0.9993525,0.00008073988,0.0002352762,0.00004042656,0.0002296545,0.00006136534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008503035,0.00008761812,0.9233065,0.000003040704,0.0001061972,0.00002163192,0.07025146,0.00002436665,0.00000482788,0.00471912,0.0001121376,0.001354628],"study_design_scores_gemma":[0.0005085635,0.00004893628,0.9729491,0.000144243,0.000004438779,0.000002709403,0.02512981,0.00000331552,0.00001250613,0.0002003361,0.0009288176,0.00006717344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960183,0.00005060436,0.0001706963,0.002436538,0.0003446034,0.00009618754,3.78924e-7,0.000004839035,0.0008778463],"genre_scores_gemma":[0.9985108,0.00003894754,0.0002003143,0.0001912347,0.0002320218,0.000001584608,9.607811e-7,0.000004844039,0.0008192451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05952122,"threshold_uncertainty_score":0.9560044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03746829381277453,"score_gpt":0.3416601605512263,"score_spread":0.3041918667384518,"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."}}