{"id":"W3114448852","doi":"10.4103/ijmr.ijmr_4165_20","title":"The quest continues for perfect COVID-19 vaccine","year":2020,"lang":"en","type":"article","venue":"The Indian Journal of Medical Research","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herd immunity; Vaccination; Pandemic; Smallpox; Measles; Medicine; Immunity; Poliomyelitis; Virology; Immunology; Vaccinia; Immunogenicity; Attenuated vaccine; Coronavirus disease 2019 (COVID-19); Immune system; Infectious disease (medical specialty); Disease; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02443302,0.00014908,0.0004497636,0.0002135958,0.0007246605,0.0001648661,0.00175441,0.0001968973,0.0001576525],"category_scores_gemma":[0.08413962,0.00006848683,0.0002846913,0.0007452558,0.00074179,0.00007555002,0.0002679428,0.002926397,0.0000920129],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002235278,"about_ca_system_score_gemma":0.005967884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000110921,"about_ca_topic_score_gemma":0.00009236451,"domain_scores_codex":[0.9922304,0.001049057,0.0006651522,0.0002294172,0.004964064,0.0008619498],"domain_scores_gemma":[0.9858264,0.01143764,0.0001731384,0.0004290458,0.001084725,0.001049039],"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":[0.0211534,0.0005019962,0.02094447,0.001463791,0.001023202,0.009519583,0.01747246,7.233571e-7,0.01427934,0.003867764,0.70036,0.2094133],"study_design_scores_gemma":[0.00461028,0.002912121,0.0006110695,0.0002180255,0.00003748605,0.001025039,0.003169212,0.000279333,0.005273656,0.001059179,0.9807197,0.00008482955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4316272,0.005346886,0.0005218356,0.5606021,0.0001907335,0.0008753714,0.000006998273,0.00001956644,0.0008092717],"genre_scores_gemma":[0.8890125,0.0005290922,0.00004402269,0.1065886,0.003594798,0.00004451193,0.000001067503,0.00004000111,0.0001454285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4573852,"threshold_uncertainty_score":0.9996673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1450019434378385,"score_gpt":0.4859574936646057,"score_spread":0.3409555502267672,"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."}}