{"id":"W3116829181","doi":"10.3390/vaccines9010011","title":"Platforms Exploited for SARS-CoV-2 Vaccine Development","year":2020,"lang":"en","type":"review","venue":"Vaccines","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Qatar University","keywords":"Pandemic; Coronavirus; Virology; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Population; Intensive care medicine; Public health; Disease; Immunology; Infectious disease (medical specialty); Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003891719,0.0009501047,0.003398588,0.0007372307,0.0001723921,0.00008349981,0.0006347962,0.0005742677,0.00002255981],"category_scores_gemma":[0.0005818219,0.0006509176,0.0009008407,0.001197868,0.00001439511,0.0001425954,0.0003062897,0.0006813174,0.0007983425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003782393,"about_ca_system_score_gemma":0.001800338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002762782,"about_ca_topic_score_gemma":0.00004424629,"domain_scores_codex":[0.9960729,0.00003109973,0.001361365,0.001062764,0.0005924638,0.0008793869],"domain_scores_gemma":[0.9980198,0.0003795251,0.0003682162,0.0007837846,0.0003419922,0.0001067333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003744178,0.0001647781,0.0001126369,0.03560508,0.0008529824,0.0001576536,0.000121464,5.369972e-9,0.0003140373,0.00004710202,0.02237348,0.9398764],"study_design_scores_gemma":[0.002259829,0.0003311268,0.00001410651,0.007023029,0.0008261692,0.0001864818,0.00003538248,0.00001797192,0.007071613,0.0000522919,0.9815094,0.0006726371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001024156,0.9930437,0.0002953216,0.0002387424,0.0004299661,0.004087911,0.00004452939,0.0003613512,0.0004742973],"genre_scores_gemma":[0.00001444372,0.9751953,0.002175521,0.01754762,0.001807065,0.002315453,0.0003511539,0.0003743299,0.0002191038],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9591359,"threshold_uncertainty_score":0.9999797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.161168645306907,"score_gpt":0.4163447581818036,"score_spread":0.2551761128748966,"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."}}