{"id":"W2989713707","doi":"10.23889/ijpds.v4i3.1189","title":"Health conditions, disability and economic inactivity in Northern Ireland. An administrative data study.","year":2019,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Economic and Social Research Council","keywords":"Census; Receipt; Population; Mental health; Demography; Valuation (finance); Geography; Medicine; Gerontology; Business; Environmental health; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002547647,0.000558175,0.0009245489,0.002728259,0.001209551,0.001952229,0.001631041,0.000658159,0.003882838],"category_scores_gemma":[0.006568112,0.001048961,0.00149577,0.006240221,0.0007497536,0.001140703,0.002435526,0.001455457,0.002041855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004924566,"about_ca_system_score_gemma":0.00691511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3151723,"about_ca_topic_score_gemma":0.3361953,"domain_scores_codex":[0.9965715,0.0007634258,0.000652453,0.0005438651,0.000598636,0.0008700834],"domain_scores_gemma":[0.9944713,0.0005581617,0.002472422,0.000633239,0.0009872272,0.000877634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000196197,0.0001973955,0.9810425,0.0005205486,0.0002161891,0.0003512701,0.001096536,0.0001284619,0.00006985064,0.00009497205,0.0118864,0.004199731],"study_design_scores_gemma":[0.00003073695,0.00008051112,0.9930219,0.000206792,0.00005492675,0.0002411011,0.002242794,0.0001067895,0.00002295841,0.00003079578,0.003939532,0.0000211414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8288549,0.002912649,0.0004660377,0.001588327,0.0001564691,0.0009804972,0.1563786,0.0000783029,0.008584158],"genre_scores_gemma":[0.9256307,0.001822306,0.0009253309,0.001036955,0.0001547463,0.002569193,0.06363292,0.00004885309,0.004178927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3151723,"threshold_uncertainty_score":0.6266755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2262914474978995,"score_gpt":0.5623308666022272,"score_spread":0.3360394191043278,"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."}}