{"id":"W4385157091","doi":"10.1093/trstmh/trad043","title":"Analysis of the availability, effectiveness and equity of deployment of resources in the health system response to COVID-19 in Nigeria","year":2023,"lang":"en","type":"article","venue":"Transactions of the Royal Society of Tropical Medicine and Hygiene","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Pandemic; Business; Equity (law); Thematic analysis; Economic growth; Developing country; Population; Environmental health; Welfare; Coronavirus disease 2019 (COVID-19); Disease; Medicine; Infectious disease (medical specialty); Economics; Qualitative research; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007508609,0.0001749904,0.0002852382,0.00149905,0.001809579,0.001869992,0.0005024737,0.000369873,0.002182353],"category_scores_gemma":[0.01755734,0.0002136866,0.0002009156,0.001736931,0.002063427,0.001985044,0.003178873,0.0006397131,0.00005757473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005619645,"about_ca_system_score_gemma":0.005059369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01565639,"about_ca_topic_score_gemma":0.02211384,"domain_scores_codex":[0.9945514,0.00334343,0.000345323,0.0002234588,0.0005962682,0.0009402129],"domain_scores_gemma":[0.9905074,0.006407634,0.001677956,0.0001534151,0.0007487394,0.0005048569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002529359,0.0002001452,0.6697081,0.0007673906,0.0001336789,0.0007976157,0.2677211,0.0008605426,0.0007510663,0.01273663,0.0009457028,0.04512512],"study_design_scores_gemma":[0.000007247258,0.0001188687,0.4699086,0.0004924313,0.00003641654,0.0001589784,0.5229499,0.001185378,0.0003107687,0.001368811,0.003447132,0.00001544725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947904,0.0002353471,0.0002195737,0.0005347438,0.000006141125,0.00004954675,0.00007157781,7.958868e-7,0.004091884],"genre_scores_gemma":[0.9996344,0.00008668175,0.0001105226,0.00002331902,0.000001168273,0.00001672865,0.00001496813,5.678252e-7,0.0001117152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01565639,"threshold_uncertainty_score":0.04077357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04603056801032466,"score_gpt":0.3776087906071643,"score_spread":0.3315782225968396,"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."}}