{"id":"W2310255300","doi":"10.1037/pag0000054","title":"Trajectories of depressive symptoms in old age: Integrating age-, pathology-, and mortality-related changes.","year":2015,"lang":"en","type":"article","venue":"Psychology and Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council; Canada Research Chairs; Michael Smith Health Research BC","keywords":"Depressive symptoms; Psychology; Marital status; Longitudinal study; Young adult; Ageing; Cognition; Demography; Clinical psychology; Gerontology; Psychiatry; Medicine; Developmental psychology; Internal medicine; Population; Pathology","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":[0.0009424948,0.000195568,0.0004482744,0.0002712798,0.00007658402,0.0000145357,0.0001667955,0.0003407912,0.00004798661],"category_scores_gemma":[0.0001485108,0.000175776,0.00002894269,0.000240032,0.0008380009,0.0000659002,0.00008715675,0.0006534849,0.000007407806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001226041,"about_ca_system_score_gemma":0.00001587069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004072794,"about_ca_topic_score_gemma":0.0006613167,"domain_scores_codex":[0.9980315,0.0005070335,0.0003369551,0.0005533334,0.00009861696,0.0004725396],"domain_scores_gemma":[0.9991571,0.0002160663,0.0001345208,0.0003144027,0.00005010455,0.0001277715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001015096,0.0001344821,0.91583,0.00003187529,0.0001713541,0.001979323,0.03833147,0.000001001052,0.0009874444,0.007031395,0.0003758451,0.03502437],"study_design_scores_gemma":[0.003288887,0.0003376431,0.9808208,0.0001100238,0.00005617958,0.0007407693,0.005106309,0.0000324172,0.00009868558,0.00882836,0.0002912087,0.0002887645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782415,0.006568294,0.0001064103,0.0008901272,0.0005854055,0.0001712804,0.000005496118,0.00005423124,0.01337723],"genre_scores_gemma":[0.9983359,0.00006300776,0.0001229526,0.0003835498,0.00005877717,0.00004866155,0.00001222232,0.00001798721,0.0009569144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06499082,"threshold_uncertainty_score":0.7167937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06417530735218727,"score_gpt":0.3979615146292455,"score_spread":0.3337862072770582,"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."}}