{"id":"W3109477992","doi":"10.1177/0091415020974616","title":"Aging in Place With a Spouse in Need: Neighborhood Cohesion and Older Adult Spouses’ Physical and Mental Health","year":2020,"lang":"en","type":"article","venue":"The International Journal of Aging and Human Development","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Daegu University","keywords":"Spouse; Depressive symptoms; Mental health; Gerontology; Activities of daily living; Health and Retirement Study; Cognition; Psychology; Physical health; Wife; Clinical psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004554982,0.0001199414,0.0001796828,0.0004905701,0.000394243,0.000371523,0.0001775317,0.000207187,0.0009876428],"category_scores_gemma":[0.002427982,0.0000810922,0.0002532556,0.0004065068,0.0001800337,0.0003342343,0.0005775751,0.0002504569,0.00007420711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002226168,"about_ca_system_score_gemma":0.0002343869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01335606,"about_ca_topic_score_gemma":0.03936306,"domain_scores_codex":[0.9998075,0.0000697638,0.00002233026,0.00002514022,0.00003896446,0.00003632324],"domain_scores_gemma":[0.9990746,0.0001430744,0.0004329835,0.00004007894,0.0001053501,0.0002039671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002307113,0.00002829093,0.9977309,0.000005946933,0.00003390942,0.00002190687,0.0001898359,0.00001736314,0.00004505951,0.00001519873,0.00005112358,0.001837385],"study_design_scores_gemma":[9.647949e-7,0.00003652717,0.999136,0.000006212855,0.00001616132,0.00003970325,0.00056637,0.00005343635,0.00001944527,0.00001460165,0.0001090568,0.000001456197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993223,0.0001923358,0.00003139164,0.00004300605,0.000003623841,0.000001754775,0.00006308906,5.718126e-7,0.0003419826],"genre_scores_gemma":[0.9998054,0.00006223616,0.00002004485,0.000009532036,0.000003702076,0.000001023725,0.00004311635,1.94608e-7,0.00005483812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01335606,"threshold_uncertainty_score":0.02655661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019154492527911,"score_gpt":0.3183679644870414,"score_spread":0.2992134719591304,"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."}}