{"id":"W4393025670","doi":"10.26443/mjgh.v10i1.1328","title":"Anti-Malaria Recommendations for Sub-Saharan Africa During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"McGill Journal of Global Health","topic":"Diverse Scientific Research Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Malaria; Pandemic; Context (archaeology); Chloroquine; Plasmodium vivax; Indoor residual spraying; Environmental health; Medicine; Geography; Coronavirus disease 2019 (COVID-19); Disease; Plasmodium falciparum; Immunology; Infectious disease (medical specialty); Artemisinin","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005203387,0.0001385718,0.0004437464,0.00007465156,0.005144607,0.00002912064,0.0004089389,0.00008119629,0.0002921947],"category_scores_gemma":[0.002940331,0.00009404874,0.0001938837,0.0006617987,0.0001059248,0.0001892627,0.0002680166,0.0006462745,0.00006055269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002504733,"about_ca_system_score_gemma":0.002796882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001496922,"about_ca_topic_score_gemma":0.0006014497,"domain_scores_codex":[0.9959757,0.001332585,0.0009971727,0.0002483793,0.0005846847,0.0008615004],"domain_scores_gemma":[0.9962604,0.001084667,0.0007589266,0.0003021857,0.0009536521,0.0006401375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001677962,0.0001395397,0.02586818,0.0005242388,0.0001566573,0.0000416353,0.0008210373,0.00004889781,0.0001693675,0.004512903,0.9646243,0.002925403],"study_design_scores_gemma":[0.001637515,0.0001018152,0.02662101,0.0001736087,0.00002166203,0.00009700626,0.00348896,0.00001675685,0.000008239083,0.001669386,0.9660789,0.00008518634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1280644,0.01204735,0.002788596,0.8173295,0.01443281,0.003929304,0.007689849,0.0001757012,0.01354244],"genre_scores_gemma":[0.9345023,0.02560068,0.003802884,0.02835675,0.001169851,0.0001251935,0.00005043145,0.00004868849,0.00634321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8064379,"threshold_uncertainty_score":0.9961506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2516123880585643,"score_gpt":0.5137663695944504,"score_spread":0.2621539815358861,"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."}}