{"id":"W4322621942","doi":"10.1136/bmjmed-2022-000470","title":"Impact of covid-19 vaccination on long covid","year":2023,"lang":"en","type":"letter","venue":"BMJ Medicine","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Vaccination; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Outbreak; Infectious disease (medical specialty); Disease","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002111647,0.000914421,0.002279831,0.001956082,0.0001151129,0.0000180596,0.0005721613,0.001389044,0.00321253],"category_scores_gemma":[0.02773892,0.0006486229,0.000653549,0.001059672,0.0002853653,0.0001007933,0.0001436407,0.002422697,0.0005168826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356812,"about_ca_system_score_gemma":0.003198009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001806235,"about_ca_topic_score_gemma":0.0000545959,"domain_scores_codex":[0.993825,0.0004629519,0.001334508,0.001055793,0.002462049,0.0008597677],"domain_scores_gemma":[0.9894123,0.006239182,0.001098122,0.001873229,0.0003842857,0.0009928651],"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":[0.0008668124,0.0001014792,0.01388732,0.008893528,0.0006641737,0.01044986,0.000425809,0.0000742694,0.0001973318,0.00002331464,0.9630746,0.001341493],"study_design_scores_gemma":[0.02873513,0.01882226,0.2241967,0.009988204,0.003334448,0.001832738,0.00008999457,0.0004037601,0.0001638635,0.001111148,0.7095388,0.001782895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006357839,0.0004393747,0.0008430408,0.9816576,0.001776941,0.004897728,0.0001538565,0.0006066146,0.003266999],"genre_scores_gemma":[0.0317932,0.0002492265,0.00007605911,0.9327449,0.01843034,0.0002932339,0.004549855,0.0003508554,0.01151233],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2535358,"threshold_uncertainty_score":0.9999074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0477302328352651,"score_gpt":0.4246324566171144,"score_spread":0.3769022237818492,"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."}}