{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004689666,0.00006506805,0.0001389036,0.00007263797,0.000200011,0.00009035585,0.0001073817,0.000012458,0.000005578681],"category_scores_gemma":[0.00001877037,0.00004471483,0.000009413213,0.00004943465,0.00006564026,0.0001294664,0.00005054083,0.0001582751,2.322708e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128422,"about_ca_system_score_gemma":0.0002174273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054201,"about_ca_topic_score_gemma":0.002547212,"domain_scores_codex":[0.9991733,0.00005932469,0.0002233748,0.00008486907,0.0003128019,0.0001463623],"domain_scores_gemma":[0.9996342,0.00007181435,0.0001187644,0.00001729281,0.00004293465,0.000114961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001037226,0.00007539689,0.6787326,0.00005667935,0.00003790613,0.00003766988,0.3022361,0.00003221418,0.000009469019,0.00925705,0.0003632129,0.009058072],"study_design_scores_gemma":[0.002257074,0.00009185937,0.962375,0.0008736161,0.000003419836,0.00003187414,0.03053001,0.0001396802,0.00002736333,0.0003366701,0.003209854,0.0001235195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9207551,0.0002265168,0.00001110767,0.07881586,0.00003910855,0.0000724368,5.477856e-7,0.000004072221,0.00007523091],"genre_scores_gemma":[0.9943945,0.0003866694,0.000170085,0.004888085,0.0001209013,0.000001059857,6.062707e-7,0.000004470666,0.00003359083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2836425,"threshold_uncertainty_score":0.1823418,"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."}}