{"id":"W3140026416","doi":"10.14745/ccdr.v47i03a01","title":"Vaccine against SARS-CoV-2: Challenges and considerations","year":2021,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Coronavirus disease 2019 (COVID-19); Virology; Coronavirus; Nucleic acid; 2019-20 coronavirus outbreak; Medicine; Intensive care medicine; Immunology; Biology; Outbreak; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007131864,0.0008175366,0.001404589,0.0008504899,0.001484316,0.00333892,0.001730197,0.008527284,0.002327514],"category_scores_gemma":[0.01227229,0.0003510796,0.0007471698,0.0005118733,0.003149093,0.005207192,0.001382701,0.01037147,0.001068664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003237699,"about_ca_system_score_gemma":0.01207176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0126902,"about_ca_topic_score_gemma":0.04453227,"domain_scores_codex":[0.9968268,0.00119203,0.0004324925,0.0002611214,0.001055449,0.0002320261],"domain_scores_gemma":[0.9920604,0.003694047,0.0003977283,0.00009242856,0.003120088,0.0006352998],"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":[0.0002135865,0.00009403368,0.0007013765,0.005146919,0.00008097116,0.002241756,0.0009791299,0.001510318,0.003134856,0.04106184,0.6014742,0.3433609],"study_design_scores_gemma":[0.00002272826,0.0001441586,0.0004047964,0.002715266,0.00003355241,0.000904235,0.000821629,0.000264841,0.0003015705,0.01532587,0.9790255,0.00003585697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0005802173,0.4106876,0.001408793,0.5432022,0.0400693,0.00003872233,0.00006183916,0.00003217101,0.003919174],"genre_scores_gemma":[0.008870055,0.6601008,0.005177752,0.2323364,0.08383893,0.0001259315,0.0001069247,0.00004360129,0.009399614],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9873098,"threshold_uncertainty_score":0.03771734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0733528846093089,"score_gpt":0.3391690999242449,"score_spread":0.265816215314936,"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."}}