{"id":"W3176464095","doi":"10.1136/bmjgh-2021-006108","title":"Building resilient health systems in Africa beyond the COVID-19 pandemic response","year":2021,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Gene isoform; Biology; Intracellular; Imiquimod; Keratinocyte; Proinflammatory cytokine; Inflammation; Molecular biology; In vitro; Immunology; Cell biology; Genetics; Gene","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":[0.001896472,0.0009708595,0.0003421734,0.0006032573,0.002076708,0.002279256,0.0007868062,0.001919648,0.01306128],"category_scores_gemma":[0.001577696,0.0001895339,0.0002520057,0.0006089372,0.002082943,0.003003575,0.005046513,0.002262911,0.002058347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003045368,"about_ca_system_score_gemma":0.01092358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005425293,"about_ca_topic_score_gemma":0.006394992,"domain_scores_codex":[0.9991016,0.0002918871,0.00002210362,0.0000509105,0.00006966064,0.0004637402],"domain_scores_gemma":[0.9990066,0.0001241781,0.0001185068,0.00004602225,0.0001358305,0.0005688387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005726137,0.0004315786,0.01644629,0.00424932,0.0001910266,0.006111678,0.01169565,0.003074587,0.04370898,0.2121893,0.2126874,0.4886416],"study_design_scores_gemma":[0.00006929129,0.000507719,0.01538529,0.001969329,0.00005267037,0.001372755,0.01221658,0.001015148,0.003408903,0.05523653,0.9087089,0.00005693607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1716043,0.09218266,0.02115802,0.5554677,0.007265088,0.0006523462,0.002116735,0.001164697,0.1483886],"genre_scores_gemma":[0.8153751,0.05899123,0.03882253,0.0420742,0.001410607,0.0004319627,0.0009780959,0.0001827704,0.04173359],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01306128,"threshold_uncertainty_score":0.04369438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3478520816136993,"score_gpt":0.5350875887963245,"score_spread":0.1872355071826251,"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."}}