{"id":"W4211222991","doi":"10.1101/2022.02.09.22270734","title":"Safety and Efficacy of Preventative COVID Vaccines: The StopCoV Study","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; Princess Margaret Cancer Centre; Sinai Health System; Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; Women's College Hospital; Toronto General Hospital; University of Toronto; University Health Network","funders":"University Health Network Foundation; Public Health Agency; Government of Ontario; Genome Canada; Ontario Genomics; University of Toronto; University Health Network; Public Health Agency of Canada","keywords":"Medicine; Cohort; Herd immunity; Adverse effect; Serology; Antibody; Vaccination; Immunology; Population; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003244783,0.0007121979,0.0008687095,0.0003575024,0.0003289779,0.0009356037,0.0006525689,0.0007825762,0.001724974],"category_scores_gemma":[0.003568849,0.0002534029,0.001023909,0.0005354254,0.0004710228,0.0005109227,0.0005394879,0.0008685167,0.0003836634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008546506,"about_ca_system_score_gemma":0.001735852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003574157,"about_ca_topic_score_gemma":0.002767702,"domain_scores_codex":[0.9985148,0.0007325588,0.00008417483,0.0002568359,0.0002446728,0.000166868],"domain_scores_gemma":[0.9945229,0.00123681,0.002163514,0.0007293546,0.0005428212,0.0008045197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1283005,0.004198041,0.8267401,0.0007187957,0.004079356,0.0001710825,0.0002782807,0.0005103713,0.002509859,0.0004662638,0.003398449,0.02862884],"study_design_scores_gemma":[0.01922004,0.09036744,0.8786337,0.0001436217,0.002012925,0.0002212416,0.000278148,0.001161185,0.001447399,0.0002865414,0.006179502,0.00004814147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952035,0.001347781,0.0001629288,0.0001105255,0.00002981376,0.0001500651,0.001835526,0.00001104589,0.00114885],"genre_scores_gemma":[0.9952887,0.0005156642,0.0001824845,0.0001648756,0.00008744601,0.0001780132,0.002897596,0.000007968852,0.0006772533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003574157,"threshold_uncertainty_score":0.0171603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05742831273349003,"score_gpt":0.3982998069786363,"score_spread":0.3408714942451462,"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."}}