{"id":"W2975047170","doi":"10.1038/s41467-019-11980-6","title":"Potent antibody lineage against malaria transmission elicited by human vaccination with Pfs25","year":2019,"lang":"en","type":"article","venue":"Nature Communications","topic":"Malaria Research and Control","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Canada Research Chairs; Hospital for Sick Children; University of Toronto","funders":"National Research Council Canada; Western Economic Diversification Canada; Canadian Institutes of Health Research; National Institutes of Health; Hospital for Sick Children; Canada Research Chairs; University of Saskatchewan; Canadian Light Source; National Institute of Allergy and Infectious Diseases; Natural Sciences and Engineering Research Council of Canada; Bill and Melinda Gates Foundation","keywords":"Immunogenicity; Plasmodium falciparum; Virology; Malaria vaccine; Monoclonal antibody; Antibody; Malaria; Vaccination; Biology; Transmission (telecommunications); Immunology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002814951,0.0001549354,0.0002420473,0.0001641107,0.0002537621,0.00004449778,0.0005599079,0.0003081035,0.0002101264],"category_scores_gemma":[0.00005994064,0.0001163538,0.00007989851,0.0003992701,0.00003543567,0.0001207385,0.00008685978,0.001455845,0.00005542967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007509999,"about_ca_system_score_gemma":0.0001061291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000310127,"about_ca_topic_score_gemma":0.00003557776,"domain_scores_codex":[0.998733,0.0001493642,0.000233728,0.0002327739,0.0004009345,0.0002501678],"domain_scores_gemma":[0.9975961,0.0001044603,0.00008653203,0.001653914,0.0003764852,0.0001824355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007446536,0.001711665,0.02157235,0.0001640236,0.0003517992,0.00001393354,0.000276464,0.00001821375,0.9081669,0.03388,0.01447782,0.01862221],"study_design_scores_gemma":[0.01502735,0.001429577,0.5092708,0.0005277821,0.0002982814,0.00004373952,0.0002567777,0.02157368,0.01536614,0.00009449528,0.4354728,0.000638616],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5131289,0.02546646,0.008441907,0.2662143,0.0002106254,0.008611177,0.0001983251,0.0008141086,0.1769141],"genre_scores_gemma":[0.9908955,0.0006770124,0.002167615,0.001163827,0.0000384234,0.00004653395,0.002364439,0.00002944364,0.002617261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8928007,"threshold_uncertainty_score":0.6325004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01021077736012549,"score_gpt":0.3277071932015519,"score_spread":0.3174964158414264,"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."}}