{"id":"W4400293649","doi":"10.7196/samj.2024.v114i7.1597","title":"Death trends for 2010 - 2022 for members of a large private medical scheme in South Africa","year":2024,"lang":"en","type":"article","venue":"South African Medical Journal","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"","keywords":"Medicine; Demography; Cause of death; Mortality rate; Pandemic; Population; Disease; Gerontology; Coronavirus disease 2019 (COVID-19); Environmental health; Infectious disease (medical specialty); Pathology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006685083,0.0002800993,0.0002049793,0.001362696,0.0003124391,0.0005653016,0.0003786267,0.0004239636,0.003816591],"category_scores_gemma":[0.001816374,0.0001250782,0.0005031977,0.001481094,0.0002063998,0.0009194463,0.0009010255,0.0005307908,0.0007527665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001849425,"about_ca_system_score_gemma":0.0009980752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03867023,"about_ca_topic_score_gemma":0.06402217,"domain_scores_codex":[0.9996079,0.00006154559,0.0000480838,0.00007281829,0.00007291433,0.0001367578],"domain_scores_gemma":[0.9989236,0.0000790613,0.0005955741,0.00002718536,0.0001943034,0.0001802717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003708929,0.0000521601,0.9721085,0.0005584177,0.0001212668,0.0002881196,0.001129564,0.0006447068,0.001189444,0.0003861766,0.01005012,0.01310077],"study_design_scores_gemma":[0.00001157186,0.0000650824,0.9931552,0.0001060423,0.00002463074,0.000302729,0.0009509474,0.0002798958,0.0001301595,0.00005705548,0.004906862,0.000009916117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9286538,0.001770787,0.0002637937,0.001325065,0.00006307937,0.00005452696,0.0647626,0.00005107895,0.003055193],"genre_scores_gemma":[0.9663901,0.001330641,0.0003526767,0.0002859929,0.00005183028,0.0001200013,0.02967334,0.00001121861,0.001784271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03867023,"threshold_uncertainty_score":0.07689029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05880894629997036,"score_gpt":0.3920312565448602,"score_spread":0.3332223102448899,"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."}}