{"id":"W3133740675","doi":"10.3390/v13030418","title":"Target Product Profile Analysis of COVID-19 Vaccines in Phase III Clinical Trials and Beyond: An Early 2021 Perspective","year":2021,"lang":"en","type":"review","venue":"Viruses","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Pandemic; Virology; Clinical trial; Coronavirus disease 2019 (COVID-19); Collateral damage; Coronavirus; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disease; Infectious disease (medical specialty); Internal medicine","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":[0.003168285,0.0006963461,0.001851536,0.001555595,0.0001605575,0.001778867,0.0009901263,0.001748963,0.002849543],"category_scores_gemma":[0.004476426,0.0002982682,0.001365828,0.001395908,0.0003738482,0.001890987,0.0005128821,0.002133093,0.001054455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007898569,"about_ca_system_score_gemma":0.002069526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006151109,"about_ca_topic_score_gemma":0.001152578,"domain_scores_codex":[0.9992265,0.0002644324,0.0001442721,0.00008660061,0.0002171789,0.00006111725],"domain_scores_gemma":[0.9974026,0.001541071,0.0003467906,0.00004257576,0.0005838476,0.00008311497],"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":[0.0004207022,0.0001189757,0.0002262387,0.04240199,0.000330405,0.0001606302,0.00009443136,0.0005238522,0.002184626,0.006286281,0.01923388,0.928018],"study_design_scores_gemma":[0.0001978197,0.001215465,0.0009680028,0.02640845,0.001116483,0.0008962232,0.0001254017,0.000359413,0.001236826,0.004343524,0.9630876,0.00004475574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002884572,0.9968701,0.0003492781,0.001000959,0.000234591,0.00003797508,0.00005821787,0.00001173199,0.001148627],"genre_scores_gemma":[0.002907201,0.994159,0.0007262421,0.001310154,0.0002442294,0.0000639112,0.00008160416,0.000005116951,0.0005026013],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003168285,"threshold_uncertainty_score":0.0167557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.316226191290811,"score_gpt":0.5733481916547342,"score_spread":0.2571220003639232,"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."}}