{"id":"W4388199534","doi":"10.4000/eces.8186","title":"Income-Related Health Inequalities under COVID-19 in Greece","year":2023,"lang":"en","type":"article","venue":"e-cadernos CES","topic":"Global Health Care Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Inequality; Coronavirus disease 2019 (COVID-19); Pandemic; Socioeconomic status; Health care; Demographic economics; Economic inequality; Population; Social inequality; Economics; Development economics; Economic growth; Demography; Sociology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00297396,0.0002938489,0.0006388469,0.0005643738,0.0009225908,0.00001606002,0.000431705,0.0004571876,0.001756104],"category_scores_gemma":[0.00129929,0.0002778131,0.00007381479,0.001689513,0.0001366523,0.0002168487,0.0003202965,0.001215167,0.01095894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001533882,"about_ca_system_score_gemma":0.002378673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03342545,"about_ca_topic_score_gemma":0.01889996,"domain_scores_codex":[0.9940044,0.001845343,0.00146192,0.0005516519,0.0006167166,0.00151997],"domain_scores_gemma":[0.9962273,0.001989846,0.0004503354,0.0004832348,0.00009818892,0.0007511274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000121191,0.0001002996,0.5175277,0.004244807,0.00005167789,0.0000974819,0.100559,0.0003273462,0.00001150939,0.03728206,0.3387077,0.0009692035],"study_design_scores_gemma":[0.002361101,0.0001915455,0.7100987,0.001013552,0.000007934737,0.000004861847,0.04986802,0.0002123184,0.000004705863,0.04549563,0.1902536,0.0004880106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8974767,0.002514591,0.0000326486,0.08417396,0.002329679,0.001683454,0.0001471978,0.001517515,0.0101243],"genre_scores_gemma":[0.9642779,0.0008964307,0.0001002499,0.02061325,0.0002430213,0.0002179436,0.0001444202,0.0000639779,0.01344286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1925711,"threshold_uncertainty_score":0.9999674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1773313374186608,"score_gpt":0.5156070494272493,"score_spread":0.3382757120085886,"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."}}