{"id":"W6920522649","doi":"10.60692/ek1pv-vgf97","title":"Highly potent, naturally acquired human monoclonal antibodies against Pfs48/45 block Plasmodium falciparum transmission to mosquitoes","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AbCellera (Canada); SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Monoclonal antibody; Plasmodium falciparum; Epitope; Malaria; Antibody; Transmission (telecommunications); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001790249,0.0002606212,0.0001538887,0.0001257287,0.00008614889,0.0001336701,0.0001211952,0.0001727934,0.0009398392],"category_scores_gemma":[0.0001370686,0.00008278354,0.0001400716,0.00007881624,0.00009379105,0.00009040695,0.0001202496,0.0003737425,0.0002208031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001956418,"about_ca_system_score_gemma":0.000101731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005675859,"about_ca_topic_score_gemma":0.0009373454,"domain_scores_codex":[0.9999136,0.0000190479,0.000005584429,0.00001629809,0.00002405463,0.00002137644],"domain_scores_gemma":[0.999954,0.0000117894,0.00001001813,0.000005025712,0.000008741633,0.00001046819],"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":[0.00007225156,0.00004218377,0.0006811847,0.0000323845,0.000008618888,0.00002675667,0.00001627727,0.0001261516,0.9940497,0.00006323735,0.0001382505,0.004743102],"study_design_scores_gemma":[0.00009613285,0.001377956,0.01319277,0.00001475635,0.00004214643,0.0007633873,0.00002706491,0.00111303,0.9745045,0.00009676236,0.008765218,0.000006126865],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927956,0.001534293,0.00366729,0.00009622586,0.00001683758,0.00005298248,0.0001959747,0.00004901466,0.001591741],"genre_scores_gemma":[0.9950567,0.0008250048,0.002637116,0.00009034873,0.00000973904,0.0000242794,0.0004149408,0.000006698378,0.0009351343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009398392,"threshold_uncertainty_score":0.003144085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03187147709472304,"score_gpt":0.263837516737894,"score_spread":0.231966039643171,"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."}}