{"id":"W4294243295","doi":"10.23889/ijpds.v7i3.1871","title":"An analysis of Covid-19 deaths and equality in Northern Ireland.","year":2022,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Economic and Social Research Council","keywords":"Residence; Census; Pandemic; Coronavirus disease 2019 (COVID-19); Demography; Public health; Geography; Medicine; Population; Sociology; Nursing","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":[0.005322629,0.0003964645,0.0007272925,0.003298981,0.0006463382,0.001366462,0.001089615,0.0004395187,0.003835718],"category_scores_gemma":[0.01431026,0.0003621148,0.001904161,0.003830005,0.0007028915,0.001492459,0.003700737,0.001125186,0.0006753468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006298611,"about_ca_system_score_gemma":0.004823695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1242125,"about_ca_topic_score_gemma":0.1206226,"domain_scores_codex":[0.9946496,0.001724826,0.0006391954,0.0007043155,0.001052246,0.001229804],"domain_scores_gemma":[0.9910651,0.002303112,0.003429566,0.0006009723,0.001726264,0.0008749341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003287459,0.00007766949,0.9718072,0.000459762,0.0002583616,0.0004647224,0.001418317,0.000875992,0.00007047489,0.0007254583,0.006491126,0.01702217],"study_design_scores_gemma":[0.00001125432,0.0001187348,0.9884814,0.0001778265,0.00006006653,0.000245443,0.0041649,0.001075673,0.0001010409,0.0003095405,0.005227229,0.00002688502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582692,0.001720221,0.001256698,0.001951573,0.0001213824,0.0003430033,0.02861619,0.00005496807,0.007666693],"genre_scores_gemma":[0.9800515,0.0005161531,0.0008382228,0.0002520341,0.0000669482,0.0003427962,0.01498995,0.00002228779,0.002920113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1242125,"threshold_uncertainty_score":0.2469789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1421995803822315,"score_gpt":0.510881573626003,"score_spread":0.3686819932437714,"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."}}