{"id":"W2103931813","doi":"10.1016/j.archger.2004.12.004","title":"Psychological distress in older adults with low functional independence: A multidimensional perspective","year":2005,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Louis-H Lafontaine; Université de Sherbrooke; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke","funders":"","keywords":"Psychology; Psychosocial; Social support; Coping (psychology); Distress; Avoidance coping; Psychological intervention; Autonomy; Clinical psychology; Psychological distress; Mental health; Social psychology; 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":[0.0001798685,0.00008666326,0.0001880837,0.00008234643,0.0001836664,0.00000607162,0.0000807957,0.0001196291,0.000126823],"category_scores_gemma":[0.0001289668,0.00006844764,0.00003197457,0.00009742663,0.0005415516,0.00009455865,0.00003003296,0.000196565,0.000002171545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002738503,"about_ca_system_score_gemma":0.00008211999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002358667,"about_ca_topic_score_gemma":0.01739026,"domain_scores_codex":[0.99894,0.0001533105,0.0001831537,0.0002458504,0.0001771052,0.000300606],"domain_scores_gemma":[0.99917,0.0005306416,0.00007465416,0.00007464246,0.00004134237,0.0001087079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002356275,0.0009519988,0.6418159,0.0001017252,0.00003177275,0.00003555132,0.07029571,0.00008231542,0.000005745188,0.2305834,0.0003147126,0.05342484],"study_design_scores_gemma":[0.0013038,0.00007908428,0.9871812,0.00003719051,0.000005334056,0.000007589939,0.009636452,0.00007614108,0.000002574073,0.001189485,0.0003881197,0.0000929888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881124,0.001036689,0.0004057167,0.004905989,0.0001148638,0.000189938,0.00001302384,0.0000133703,0.00520802],"genre_scores_gemma":[0.9965737,0.0004497577,0.002266527,0.0003631205,0.0001186537,0.00001353454,0.000004533495,0.000003322315,0.0002067986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3453653,"threshold_uncertainty_score":0.9704174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633613564829587,"score_gpt":0.3218497660921361,"score_spread":0.3055136304438402,"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."}}