{"id":"W3015562130","doi":"10.1002/jmv.25876","title":"Defining protective epitopes for COVID‐19 vaccination models","year":2020,"lang":"en","type":"letter","venue":"Journal of Medical Virology","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"","keywords":"Virology; Coronavirus disease 2019 (COVID-19); Vaccination; Epitope; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Biology; Immunology; Antibody; Outbreak; Infectious disease (medical specialty)","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":[0.001710574,0.001041433,0.0005621883,0.001154748,0.0004861025,0.001000193,0.0009975581,0.0009599567,0.002958828],"category_scores_gemma":[0.0005657743,0.0003763569,0.0006079455,0.0003184091,0.0006150705,0.001123775,0.0009556076,0.003573031,0.001027443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009699876,"about_ca_system_score_gemma":0.0003905666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003080166,"about_ca_topic_score_gemma":0.0006277969,"domain_scores_codex":[0.999265,0.000194746,0.0001079067,0.0001332172,0.0001599065,0.0001392805],"domain_scores_gemma":[0.9995537,0.00009105066,0.00009030093,0.00008452318,0.00006604101,0.0001142886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005012653,0.001193102,0.0005288218,0.0003035614,0.0000154205,0.0001109215,0.0001467833,0.0004038082,0.9814566,0.003033157,0.000618536,0.01168805],"study_design_scores_gemma":[0.0002549897,0.01987153,0.005701858,0.0003251145,0.0001214293,0.001947225,0.0002445698,0.005679585,0.9111618,0.004341234,0.05028056,0.0000701001],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7542419,0.02730652,0.1907541,0.002631325,0.001745796,0.0050585,0.002314704,0.0007975308,0.01514964],"genre_scores_gemma":[0.8001612,0.02210382,0.1535217,0.001512841,0.0003934892,0.003350642,0.006162406,0.0003344561,0.01245954],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.002958828,"threshold_uncertainty_score":0.009898305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07737038707248134,"score_gpt":0.3963157127120721,"score_spread":0.3189453256395907,"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."}}