{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002515105,0.0001680245,0.0007609325,0.0005464806,0.00003651622,0.00000773889,0.0001837974,0.0002287523,0.002177478],"category_scores_gemma":[0.00008341537,0.0001541509,0.0001089127,0.0003097876,0.00008992378,0.00006794671,0.00009092967,0.0005260798,0.00008524007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006052947,"about_ca_system_score_gemma":0.0001891628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002490712,"about_ca_topic_score_gemma":0.00005845946,"domain_scores_codex":[0.9983416,0.0001098041,0.0004613497,0.0003143469,0.0002427985,0.0005300662],"domain_scores_gemma":[0.9991638,0.00004815208,0.0001411517,0.0004609431,0.0001043392,0.00008158432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005097713,0.0004936359,0.9171109,0.00008277412,0.0008582919,0.0000475996,0.000140576,0.00008479676,0.05681087,0.003290904,0.01437969,0.001602298],"study_design_scores_gemma":[0.01319742,0.001489703,0.950738,0.00005462158,0.0001280315,0.00003323478,0.0006005763,0.003402306,0.01307342,0.0001299084,0.01696028,0.0001925305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850805,0.003548502,0.001809286,0.002997178,0.001990093,0.0005592182,0.00004246385,0.00003610356,0.003936701],"genre_scores_gemma":[0.9871206,0.0001122827,0.001156952,0.00009273145,0.0000551623,0.00002599719,0.0001286666,0.00002010072,0.01128754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04373745,"threshold_uncertainty_score":0.9987347,"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."}}