{"id":"W3138001992","doi":"10.31579/2690-1919/131","title":"Update on malaria in Southern Africa.","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Research and Reports","topic":"T-cell and Retrovirus Studies","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northlands College","funders":"","keywords":"Gametocyte; Malaria; Plasmodium falciparum; Peripheral blood; Virology; Anopheles; Plasmodium (life cycle); Biology; Coma (optics); Medicine; Immunology; Parasite hosting","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":[],"consensus_categories":[],"category_scores_codex":[0.005319926,0.0000755671,0.0004473096,0.0001328168,0.000114906,0.00001862923,0.00007951855,0.0002241457,0.000255197],"category_scores_gemma":[0.004115802,0.00004572242,0.000138462,0.0001647295,0.0003865516,0.00003455826,0.0001393402,0.001474791,0.0000849359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000128304,"about_ca_system_score_gemma":0.000277171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001735127,"about_ca_topic_score_gemma":0.00003169596,"domain_scores_codex":[0.9976428,0.0006061337,0.00107746,0.000201944,0.0001464797,0.0003251917],"domain_scores_gemma":[0.9980109,0.001019176,0.0003059108,0.0001745856,0.0004164806,0.00007297736],"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":[0.003294852,0.003795246,0.7588415,0.00007593482,0.001132308,0.04578837,0.001639089,0.000005616811,0.05281667,0.00177471,0.07071739,0.06011838],"study_design_scores_gemma":[0.004244712,0.003718589,0.2879444,0.0004635805,0.00004787648,0.004890095,0.004149824,8.142657e-7,0.00856807,0.02105672,0.6646336,0.0002817516],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974198,0.01349534,0.000003515908,0.003827689,0.001075046,0.00005683519,0.000002755673,0.00000376712,0.007337073],"genre_scores_gemma":[0.9818176,0.003081829,0.00004791898,0.00007526043,0.0001550747,0.000001005343,0.000001627968,0.000006194161,0.01481348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5939162,"threshold_uncertainty_score":0.6407316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1499856386431052,"score_gpt":0.437651386135004,"score_spread":0.2876657474918989,"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."}}