{"id":"W4212912712","doi":"10.1128/spectrum.02262-21","title":"SARS-CoV-2 Virus-Like Particle Neutralizing Capacity in Blood Donors Depends on Serological Profile and Donor-Declared SARS-CoV-2 Vaccination History","year":2022,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; Canadian Blood Services; Lunenfeld-Tanenbaum Research Institute; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; Government of Canada","keywords":"Serology; Vaccination; Virology; Titer; Neutralizing antibody; Medicine; Population; Antibody; Virus; Neutralization; Immunology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003684632,0.0001891362,0.0001305265,0.0002847798,0.0003745688,0.0004224481,0.0001623016,0.0001936623,0.002769781],"category_scores_gemma":[0.00116856,0.00009881745,0.00007550266,0.0002475043,0.0002843577,0.0001167317,0.000129231,0.0002517785,0.0003367914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006684972,"about_ca_system_score_gemma":0.0006715606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0471765,"about_ca_topic_score_gemma":0.04663713,"domain_scores_codex":[0.9996954,0.00004111914,0.00001394762,0.0000513167,0.00006565578,0.0001325932],"domain_scores_gemma":[0.9996363,0.00005964917,0.00007308913,0.00002536652,0.00008593274,0.0001197022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001125844,0.0002719399,0.942367,0.00003779894,0.00003810358,0.0005126287,0.000872366,0.00009821686,0.04278643,0.0002519114,0.000862689,0.01077519],"study_design_scores_gemma":[0.00001209138,0.0003876779,0.9912831,0.00001082904,0.00001868668,0.001305245,0.0006031421,0.0002487239,0.005172204,0.00004125906,0.0009094722,0.000007579231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990559,0.00008140015,0.00003871612,0.00001877829,0.000003798935,0.000004248767,0.00009569994,0.000002397963,0.0006989228],"genre_scores_gemma":[0.9994817,0.00002746227,0.00002704411,0.0000223282,0.000001726157,0.000001598848,0.0001074748,7.124895e-7,0.0003300109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0471765,"threshold_uncertainty_score":0.09380376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07071621357824404,"score_gpt":0.3033346955498828,"score_spread":0.2326184819716388,"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."}}