{"id":"W3037708341","doi":"10.1128/msphere.00521-20","title":"Doesn’t It All Come Down to Function? How To Correlate VAR2CSA Antibodies with Protection","year":2020,"lang":"en","type":"letter","venue":"mSphere","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Antibody; Function (biology); Computer science; Virology; Medicine; Immunology; Biology; Genetics","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":[0.004728739,0.0004676353,0.001032457,0.0006954925,0.001521089,0.001927274,0.0009112409,0.01494101,0.003011732],"category_scores_gemma":[0.02309693,0.0004064161,0.000588618,0.0003967669,0.002762506,0.004484115,0.0008106588,0.01989749,0.004277713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00282935,"about_ca_system_score_gemma":0.001414196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002450843,"about_ca_topic_score_gemma":0.001926413,"domain_scores_codex":[0.997516,0.001020795,0.0003061345,0.0002749747,0.0006087167,0.0002734235],"domain_scores_gemma":[0.990033,0.005578537,0.0005996311,0.000350802,0.002506451,0.0009315264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003030059,0.0001735562,0.007385603,0.0003445731,0.00007998609,0.01084173,0.0002927994,0.0001550623,0.001982705,0.01194998,0.883616,0.08287487],"study_design_scores_gemma":[0.0001945216,0.0003888505,0.005469442,0.0007429841,0.0001152175,0.02947302,0.001538382,0.001276105,0.002290319,0.0608021,0.897558,0.0001509895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001269873,0.006250786,0.0005336286,0.9783277,0.01155797,0.00001218731,0.00002584179,0.00004262054,0.001979566],"genre_scores_gemma":[0.02572321,0.006977966,0.001035221,0.9038543,0.05682817,0.00003553553,0.00003864908,0.00005343312,0.005453574],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01494101,"threshold_uncertainty_score":0.02500826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385209266737714,"score_gpt":0.2094376029428996,"score_spread":0.1955855102755224,"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."}}