{"id":"W3122458792","doi":"10.1186/s12877-021-02009-z","title":"Association of reduced retinal arteriolar tortuosity with depression in older participants from the Northern Ireland Cohort for the Longitudinal Study of Ageing","year":2021,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Office of the First Minister and Deputy First Minister; Queen's University; Health and Social Care Research and Development Division; Medical Research Council; Public Health Agency; Atlantic Philanthropies; Centre for Ageing Research and Development in Ireland; United Kingdom Clinical Research Collaboration; Wellcome Trust; Queen's University Belfast","keywords":"Medicine; Depression (economics); Confounding; Late life depression; Cohort; Retinal; Internal medicine; Geriatric Depression Scale; Cohort study; Cardiology; Odds ratio; Tortuosity; Ophthalmology; Psychiatry; Cognition; Depressive symptoms","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008874163,0.0002108801,0.0003593514,0.0005977107,0.0003165467,0.0005517112,0.0004654377,0.0003758248,0.001555487],"category_scores_gemma":[0.002062063,0.0002189691,0.00047315,0.0006483362,0.0002063977,0.0002652217,0.0004284081,0.0004456107,0.0002059518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003672059,"about_ca_system_score_gemma":0.0002290701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02533549,"about_ca_topic_score_gemma":0.02337013,"domain_scores_codex":[0.9996135,0.00008915231,0.00005093901,0.00009846339,0.00007632389,0.0000718547],"domain_scores_gemma":[0.9984972,0.0001278913,0.0008412841,0.0001681797,0.0001983394,0.0001670698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00012576,0.00001037233,0.9985217,0.00001004803,0.00005875158,0.00005580734,0.00009499062,0.00001465545,0.0002465827,0.00000709688,0.0001000819,0.0007540666],"study_design_scores_gemma":[0.000002268866,0.00001731756,0.9997718,0.000003554948,0.00001326595,0.00006337323,0.00004426182,0.00002867403,0.0000131301,0.000003329627,0.00003798492,0.000001079932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987361,0.000249419,0.0000699778,0.00004058174,0.000005251925,0.000008488606,0.0005969933,0.000003818642,0.0002894619],"genre_scores_gemma":[0.9993201,0.00007408425,0.00005985918,0.00001717715,0.000005682504,0.00001141424,0.0003394891,0.000001242006,0.0001709942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02533549,"threshold_uncertainty_score":0.05037606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03156624171350667,"score_gpt":0.2954465676371338,"score_spread":0.2638803259236272,"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."}}