{"id":"W4308101814","doi":"10.12688/hrbopenres.13638.1","title":"Effect of COVID-19 vaccines for the treatment of people with post-COVID-19 condition: a rapid review","year":2022,"lang":"en","type":"review","venue":"HRB Open Research","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Health Research Board","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Clinical trial; Randomized controlled trial; Vaccination; Meta-analysis; Intensive care medicine; Internal medicine; Virology; Disease; Infectious disease (medical specialty)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01325455,0.0008464675,0.005717595,0.0007664122,0.0006895739,0.0001089532,0.00228254,0.0002720477,0.007820768],"category_scores_gemma":[0.01783004,0.0004312247,0.001360089,0.002231068,0.0004074987,0.0001522503,0.0007854546,0.0007824954,0.00005908084],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002257327,"about_ca_system_score_gemma":0.01427142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00289804,"about_ca_topic_score_gemma":0.0002910629,"domain_scores_codex":[0.9886836,0.005710212,0.001360088,0.001235093,0.002114175,0.0008968016],"domain_scores_gemma":[0.9355779,0.05885113,0.0009366294,0.002958895,0.0006244889,0.001050982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003542624,0.0006550691,0.0001222629,0.6189886,0.001764334,0.0002679602,0.0003550059,0.000002383891,0.000002308412,0.0002004555,0.04980579,0.3242932],"study_design_scores_gemma":[0.006864549,0.03061718,0.00001495693,0.02590132,0.004949293,0.0004475624,0.00008327932,0.000003502807,0.00002046378,0.00001993557,0.9307312,0.0003467885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002944937,0.9236754,0.0000370374,0.01259223,0.0001230271,0.06179479,0.0009722178,0.00004398057,0.0007318265],"genre_scores_gemma":[0.00002769922,0.9636062,0.0001068887,0.001934653,0.0002281559,0.0293075,0.002336162,0.0001703447,0.002282406],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8809254,"threshold_uncertainty_score":0.999814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1619913041601296,"score_gpt":0.5222892181469879,"score_spread":0.3602979139868584,"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."}}