{"id":"W2139424994","doi":"10.1016/j.jad.2010.11.028","title":"Chronic conditions and major depression in community-dwelling older adults","year":2010,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Health Canada; Centers for Disease Control and Prevention","keywords":"Depression (economics); Medicine; Comorbidity; Fibromyalgia; Rheumatism; Mental health; Community health; Population; Psychiatry; Chronic condition; Gerontology; Public health; Disease; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002972662,0.0001099317,0.0002105667,0.000253515,0.000107662,0.00002298856,0.00007905256,0.00005676752,0.0001544135],"category_scores_gemma":[0.0001499701,0.00009243957,0.00007282267,0.0001523608,0.0001316346,0.0002122859,0.00004244997,0.0008507387,0.000002884413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007979428,"about_ca_system_score_gemma":0.0001159317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001954788,"about_ca_topic_score_gemma":0.002307898,"domain_scores_codex":[0.9992931,0.0000933945,0.0002090732,0.00008874209,0.0001629419,0.0001527439],"domain_scores_gemma":[0.9993336,0.0001999851,0.0001517744,0.0001468672,0.00007301176,0.00009472088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00111391,0.002655139,0.852751,0.00184664,0.000601997,0.0001897869,0.005947715,0.0004535144,0.01190376,0.001224811,0.00251019,0.1188015],"study_design_scores_gemma":[0.007694004,0.0004267337,0.9837154,0.0008842706,0.0001348932,0.00005314081,0.004821397,0.0003439296,0.0002758104,0.001212672,0.0003266594,0.0001111006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942446,0.0008940295,0.0001675964,0.0005090032,0.0001822856,0.0003315461,0.000002946192,0.00001114698,0.003656795],"genre_scores_gemma":[0.9995096,0.0002013884,0.0000706084,0.00006256688,0.00009843943,0.000007597189,0.000007922304,0.00001392879,0.00002793614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1309644,"threshold_uncertainty_score":0.3769576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007298665753323609,"score_gpt":0.2972099971299512,"score_spread":0.2899113313766276,"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."}}