{"id":"W3013351203","doi":"10.2989/16085906.2020.1749792","title":"Managing the march of COVID-19: lessons from the HIV and AIDS epidemic","year":2020,"lang":"en","type":"article","venue":"African Journal of AIDS Research","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Balsillie School of International Affairs","funders":"","keywords":"Publishing; Human immunodeficiency virus (HIV); Library science; Scholarship; Coronavirus disease 2019 (COVID-19); Public health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Political science; Family medicine; Nursing; Law; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007301143,0.0001160793,0.0004682779,0.0003489837,0.0003378956,0.0001145034,0.001000858,0.00005976262,0.0004067782],"category_scores_gemma":[0.007226487,0.00007047148,0.0001701369,0.0009552842,0.0006564687,0.0001636267,0.0002828114,0.0009136238,0.00005886395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008461202,"about_ca_system_score_gemma":0.0002605493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003395648,"about_ca_topic_score_gemma":0.00001015121,"domain_scores_codex":[0.9977913,0.0005936819,0.0007605645,0.000210488,0.0002413908,0.0004025842],"domain_scores_gemma":[0.9941332,0.004579608,0.0004206992,0.000323731,0.0001232637,0.0004194441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003177704,0.0002500649,0.4948627,0.000248154,0.001581096,0.0002646629,0.07171836,0.0006687596,0.002747774,0.144616,0.2078417,0.07202292],"study_design_scores_gemma":[0.003296485,0.003506314,0.07087322,0.0001732445,0.00007758684,0.0001275613,0.06771193,0.003421609,0.0005228234,0.183052,0.6667066,0.0005305914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5608668,0.01634705,0.005541506,0.4107859,0.0001075266,0.0002759145,0.0003979068,0.000008720152,0.005668767],"genre_scores_gemma":[0.9946834,0.002982972,0.0005678941,0.0008698432,0.0002948579,0.000003147071,0.000001388813,0.00001926768,0.0005772428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4588649,"threshold_uncertainty_score":0.8651301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2024562076482337,"score_gpt":0.3820861294064842,"score_spread":0.1796299217582505,"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."}}