{"id":"W4388407963","doi":"10.1186/s13287-023-03556-5","title":"Cell-based passive immunization for protection against SARS-CoV-2 infection","year":2023,"lang":"en","type":"article","venue":"Stem Cell Research & Therapy","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Waterloo; University of Toronto","funders":"Breakthrough T1D Canada; Canadian Institutes of Health Research; University of Toronto; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Immunization; Virology; Stem cell; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Medicine; Immunology; 2019-20 coronavirus outbreak; Biology; Antibody; Outbreak; Disease; Infectious disease (medical specialty); Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004634636,0.000684748,0.00034144,0.0003925773,0.0001226638,0.0002939653,0.0003147286,0.0005272022,0.002500869],"category_scores_gemma":[0.0001394276,0.0001289497,0.0003790574,0.0001571946,0.0002748949,0.0002479668,0.000231608,0.0009496577,0.0006842125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002049885,"about_ca_system_score_gemma":0.0002417232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001427203,"about_ca_topic_score_gemma":0.0001756663,"domain_scores_codex":[0.9997397,0.00004172625,0.00002386588,0.00005702154,0.00008763969,0.00005015666],"domain_scores_gemma":[0.9998776,0.00002784902,0.00003275264,0.00002452236,0.00001738395,0.00001985124],"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":[0.00009710139,0.0001546576,0.0002531946,0.00006672707,0.00001232496,0.00001826172,0.00001675417,0.0001077553,0.9952571,0.0001627296,0.0001478018,0.003705589],"study_design_scores_gemma":[0.00007900795,0.002814957,0.002066134,0.00002086307,0.00007936219,0.0003189756,0.00001436794,0.001081638,0.9866742,0.00009861566,0.006746111,0.000005748638],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664055,0.003684785,0.02358678,0.0003523103,0.0001923751,0.0004575466,0.0007639811,0.0005841713,0.003972569],"genre_scores_gemma":[0.983852,0.001511029,0.01065151,0.000217788,0.00005896457,0.0002284369,0.0008647148,0.00003231929,0.002583162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002500869,"threshold_uncertainty_score":0.008366227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1384120629208095,"score_gpt":0.4102241356899686,"score_spread":0.2718120727691591,"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."}}