{"id":"W2103283353","doi":"10.1192/bjp.187.1.35","title":"Physical health and depressive symptoms in older Europeans","year":2005,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":176,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission; Vrije Universiteit Amsterdam; McGill University","keywords":"Depression (economics); Depressive symptoms; Association (psychology); Physical health; Gerontology; Medicine; Psychology; Mental health; Psychiatry; Demography; Anxiety","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008077949,0.00005324306,0.0001755065,0.00002700389,0.0006040644,0.0001624291,0.0002055348,0.00002601763,0.00002614623],"category_scores_gemma":[0.00007737236,0.00004536542,0.00005910157,0.000105607,0.0001352354,0.0001850789,0.00002067309,0.0003191071,0.000004052487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004920153,"about_ca_system_score_gemma":0.0004735861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002665259,"about_ca_topic_score_gemma":0.01743056,"domain_scores_codex":[0.9987488,0.0003513427,0.0002944535,0.00007323579,0.0002383784,0.0002937441],"domain_scores_gemma":[0.9993984,0.00009282309,0.0001925908,0.00005577844,0.00003806182,0.000222331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000458506,0.0004996968,0.4831032,0.0001116314,0.00004887607,0.000052811,0.03369029,0.00005593011,6.410095e-7,0.03310319,0.07703443,0.3722535],"study_design_scores_gemma":[0.00143766,0.0001000326,0.9289633,0.0008787057,0.00001573747,0.0003616216,0.009181168,0.00002741999,5.522991e-7,0.004421289,0.05446331,0.0001491974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9052685,0.01574156,0.00001996193,0.07513128,0.000567097,0.00009933962,0.000002789765,0.00000698288,0.003162497],"genre_scores_gemma":[0.9830977,0.003798188,0.0002121381,0.01043949,0.002146426,9.379999e-7,2.102549e-7,0.000009390831,0.0002954694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4458601,"threshold_uncertainty_score":0.972666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071012721981467,"score_gpt":0.3164052849591243,"score_spread":0.3056951577393096,"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."}}