{"id":"W2149290408","doi":"10.1093/geronb/gbp128","title":"Timing, Social Support, and the Effects of Physical Limitations on Psychological Distress in Late Life","year":2010,"lang":"en","type":"article","venue":"The Journals of Gerontology Series B","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute on Aging; Johns Hopkins University","keywords":"Social support; Distress; Psychology; Context (archaeology); Psychological distress; Activities of daily living; Mental health; Life course approach; Social environment; Longitudinal study; Gerontology; Clinical psychology; Developmental psychology; Social psychology; Medicine; Psychiatry; Sociology","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":[0.0009251532,0.00006668377,0.0002935635,0.00002567345,0.0003857889,0.00001589767,0.0002250744,0.00009803428,0.00003612418],"category_scores_gemma":[0.001604708,0.00003511184,0.00006990186,0.00007026224,0.001905155,0.00007913039,0.00002871247,0.0003500514,0.00000122027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006682843,"about_ca_system_score_gemma":0.00003408839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006255623,"about_ca_topic_score_gemma":0.01002791,"domain_scores_codex":[0.9987701,0.0005187981,0.0002439365,0.0000768848,0.000157766,0.0002325199],"domain_scores_gemma":[0.9972176,0.002378517,0.0002023001,0.00009771163,0.0000413495,0.0000625221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001167031,0.0004483747,0.02274569,0.0001463423,0.00008744201,0.00001174661,0.1886686,0.000007960575,0.0003485422,0.764208,0.004374695,0.01778556],"study_design_scores_gemma":[0.001410786,0.0003338235,0.9617156,0.00004153589,0.0000439764,0.000004599182,0.007002692,0.00001278853,0.00009038237,0.02542451,0.00382204,0.00009730438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9159306,0.0001279492,0.000001888194,0.07893335,0.0002920667,0.0001501513,0.000003891824,0.00000523461,0.004554901],"genre_scores_gemma":[0.9974248,0.0004575171,0.00001767598,0.001759376,0.0001729929,0.00001014888,3.909488e-7,0.000003227118,0.0001538342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9389699,"threshold_uncertainty_score":0.7019622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0814749361029137,"score_gpt":0.4098021669181154,"score_spread":0.3283272308152018,"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."}}