{"id":"W2948422595","doi":"10.3389/fimmu.2019.01254","title":"Functional Comparison of Blood-Stage Plasmodium falciparum Malaria Vaccine Candidate Antigens","year":2019,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"Malaria Research and Control","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; Wellcome Trust; Lister Institute of Preventive Medicine; European Commission; National Research Council Canada; Novo Nordisk Fonden; University of Oxford; Medical Research Council; Wellcome","keywords":"Antigen; Plasmodium falciparum; Antibody; Polyclonal antibodies; Malaria vaccine; Malaria; Adjuvant; Immunology; Virology; Biology","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":[0.0002842059,0.0003298438,0.0003360127,0.0004417975,0.00008272136,0.000310881,0.0001555841,0.0001643237,0.001247168],"category_scores_gemma":[0.0003137621,0.00007090166,0.0002757498,0.0003673496,0.0001394155,0.0002117087,0.0001325641,0.0002176083,0.0002711626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002415499,"about_ca_system_score_gemma":0.000180301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004026504,"about_ca_topic_score_gemma":0.0004189566,"domain_scores_codex":[0.9998316,0.00003439137,0.00001694788,0.00003586656,0.00004937464,0.00003194002],"domain_scores_gemma":[0.9998394,0.00005251616,0.00003236013,0.000008827434,0.00003539641,0.00003139731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002438452,0.00005328535,0.001457798,0.00007169952,0.000008328731,0.00003242748,0.00001302606,0.0001733568,0.994548,0.00004676861,0.00003683813,0.003314535],"study_design_scores_gemma":[0.00004032096,0.004142618,0.04891509,0.00001908602,0.0001203957,0.0005391172,0.00009643428,0.003504793,0.9387378,0.0001218298,0.003752794,0.000009717443],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963427,0.0007588037,0.001708669,0.00003420658,0.000008524433,0.00003249739,0.0005238252,0.00001930585,0.0005714335],"genre_scores_gemma":[0.9904174,0.000720191,0.005357623,0.00005161358,0.000008328762,0.00003660729,0.002345263,0.00001832313,0.001044665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001247168,"threshold_uncertainty_score":0.004172206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257687512819701,"score_gpt":0.2652512803223293,"score_spread":0.2526744051941323,"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."}}