{"id":"W4392514861","doi":"10.7759/cureus.55614","title":"The Sociodemographic Factors Related to Disability of Applicants of Welfare Benefits in Greece: A Cross-Sectional Survey Based on the World Health Organization Disability Assessment Schedule (WHODAS) 2.0","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Biopsychosocial model; Medicine; Welfare; Mental health; Marital status; Cross-sectional study; Clinical psychology; Gerontology; Demography; Psychiatry; Environmental health; Population","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":[0.0005514107,0.0001823796,0.0002351221,0.0009318335,0.0002373905,0.0003263546,0.0001883219,0.0003119403,0.00113423],"category_scores_gemma":[0.0007219153,0.0001943597,0.000247868,0.0006054778,0.0002188781,0.0003724236,0.0004364039,0.0003302982,0.0002465535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002029732,"about_ca_system_score_gemma":0.0003295923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00311775,"about_ca_topic_score_gemma":0.004842552,"domain_scores_codex":[0.9996684,0.00008461142,0.00004916137,0.00005444387,0.00008459633,0.00005874683],"domain_scores_gemma":[0.9994829,0.000047451,0.0002387251,0.00002409527,0.00005958845,0.0001472097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001504624,0.00007674986,0.9983072,0.00001409156,0.00001715875,0.0000796996,0.0002443566,0.00001742315,0.0002015853,0.000007729499,0.00006692378,0.00095202],"study_design_scores_gemma":[0.000001002968,0.00007451443,0.9991028,0.000006063948,0.000002982044,0.0001317315,0.0005153631,0.00003149587,0.00001292886,0.000006449193,0.0001128962,0.000001723117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994137,0.00004638773,0.0000281267,0.00002141945,0.000002456737,0.00001877617,0.0002410732,0.000001097357,0.0002268466],"genre_scores_gemma":[0.9993029,0.00008680594,0.0000704222,0.00002566612,0.000004559632,0.00002302971,0.0003021944,7.413174e-7,0.0001836383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00311775,"threshold_uncertainty_score":0.006199181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2346178761317413,"score_gpt":0.4556897739403933,"score_spread":0.221071897808652,"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."}}