{"id":"W4282983039","doi":"10.1016/j.vaccine.2022.04.071","title":"Immunophenotyping of SARS-CoV-2 and vaccine design","year":2022,"lang":"en","type":"letter","venue":"Vaccine","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's & Women's Health Centre of British Columbia","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Immunophenotyping; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Virology; Medicine; Immunology; Pathology; Outbreak; Antigen; 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":[0.005540448,0.0005135593,0.0008944648,0.0005837818,0.001400526,0.001986288,0.0009533701,0.01512428,0.003346725],"category_scores_gemma":[0.01686634,0.0004319701,0.0006009472,0.0004179783,0.001894281,0.001746748,0.000863851,0.01207259,0.002261207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002957737,"about_ca_system_score_gemma":0.002739456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002448553,"about_ca_topic_score_gemma":0.005025266,"domain_scores_codex":[0.9950836,0.00293748,0.0004224013,0.0002363531,0.0008369144,0.0004832947],"domain_scores_gemma":[0.9923968,0.004751675,0.0004402656,0.0002728163,0.001238747,0.0008996797],"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":[0.0007048118,0.0003276448,0.01752016,0.0001921451,0.00005006152,0.008102534,0.0004073934,0.0006549688,0.003118278,0.01258238,0.8546597,0.1016798],"study_design_scores_gemma":[0.0005521511,0.0007970209,0.01216083,0.0007423573,0.00008825607,0.009187921,0.001160699,0.003080242,0.002250744,0.05255399,0.9173463,0.00007951273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005678212,0.003051832,0.0005669346,0.9730768,0.00817438,0.00006194259,0.00008735921,0.00002132839,0.009281147],"genre_scores_gemma":[0.06399527,0.004209804,0.001700392,0.8577471,0.06191589,0.0001964818,0.0001513672,0.00003446107,0.01004917],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01512428,"threshold_uncertainty_score":0.02930105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06533003878752598,"score_gpt":0.3367704978919497,"score_spread":0.2714404591044238,"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."}}