{"id":"W7006838346","doi":"","title":"Why are Disability Rates for Older Working-Age Adults in Northern Ireland So High?","year":2023,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","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; Centre for Ageing Research and Development in Ireland; Queen's University Belfast; United Kingdom Clinical Research Collaboration; Wellcome Trust","keywords":"Receipt; Northern ireland; Disability benefits; Medical model of disability; Disability insurance; Gender gap; Baseline (sea)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002515305,0.0001165794,0.0004833793,0.001388551,0.000610336,0.002473773,0.0008184646,0.0009262666,0.003939595],"category_scores_gemma":[0.01273649,0.0002306019,0.0004876486,0.001969249,0.001021885,0.001535009,0.001389891,0.0009204421,0.00130367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002604951,"about_ca_system_score_gemma":0.002197731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1448064,"about_ca_topic_score_gemma":0.1687979,"domain_scores_codex":[0.9973902,0.0005118817,0.0003531852,0.0003910921,0.0005329658,0.000820676],"domain_scores_gemma":[0.9933483,0.001178222,0.002444676,0.0004057004,0.001626948,0.0009961452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001715462,0.00004428176,0.9256685,0.000608304,0.00008188291,0.0004689393,0.005126055,0.000186356,0.0003480447,0.001067142,0.01858939,0.04763952],"study_design_scores_gemma":[0.000005710432,0.00003007578,0.9856733,0.00017484,0.00001280206,0.0002081354,0.007821604,0.00006576226,0.00004206032,0.0003105304,0.005639587,0.00001553235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346014,0.006454763,0.0003519675,0.03242179,0.0005501743,0.00005527257,0.005513293,0.00006295858,0.01998842],"genre_scores_gemma":[0.9936278,0.00178032,0.0001299316,0.001550846,0.0001615095,0.00003290939,0.001096593,0.00001160664,0.001608436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1448064,"threshold_uncertainty_score":0.287927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09937875347829578,"score_gpt":0.3871280362368153,"score_spread":0.2877492827585195,"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."}}