{"id":"W2995711221","doi":"10.1080/13607863.2019.1699021","title":"Is dynapenia associated with the onset and persistence of depressive and anxiety symptoms among older adults? Findings from the Irish longitudinal study on ageing","year":2019,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; Public Health Ontario; University of Toronto; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"","keywords":"Anxiety; Depression (economics); Medicine; Hospital Anxiety and Depression Scale; Longitudinal study; Cohort study; Cohort; Prospective cohort study; Marital status; Odds ratio; Psychiatry; Population; Internal medicine","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":[0.0008553632,0.0001197919,0.0002244384,0.0000183029,0.001208513,0.00008341171,0.0001759327,0.00004020533,0.00003517556],"category_scores_gemma":[0.0000425469,0.00007085324,0.00003001152,0.000137985,0.0002806415,0.0001401025,0.00007533591,0.0002103839,0.000001207894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539292,"about_ca_system_score_gemma":0.0001104948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05457004,"about_ca_topic_score_gemma":0.0267706,"domain_scores_codex":[0.9984049,0.0003195602,0.0001833493,0.0002949313,0.0004052749,0.0003919569],"domain_scores_gemma":[0.9989012,0.0006007734,0.000185373,0.0001550395,0.00003207123,0.000125495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002160959,0.00004256772,0.8743263,0.00002308568,0.00003478641,0.000001125361,0.1242225,2.736578e-7,1.582716e-7,0.00001249621,0.0005967462,0.0007183806],"study_design_scores_gemma":[0.0006255894,0.0001552396,0.8690917,0.0005371699,0.00001594015,5.433399e-7,0.1293908,0.00003549255,0.00000199393,0.000005059515,0.00006935751,0.00007112649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876263,0.0004360608,9.680042e-7,0.01069304,0.00009993824,0.0009433402,0.00005116668,0.00001717602,0.0001319635],"genre_scores_gemma":[0.9959787,0.0001912081,0.000006222485,0.003665723,0.0000220842,0.00001237617,0.00000721431,0.000008844421,0.0001076794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02779944,"threshold_uncertainty_score":0.9909883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01967366933332806,"score_gpt":0.3106222124181068,"score_spread":0.2909485430847788,"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."}}