{"id":"W4385717724","doi":"10.1101/2023.08.09.23293885","title":"Self-tests for COVID-19: what is the evidence? A living systematic review and meta-analysis (2020-2023)","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University; McGill University Health Centre","funders":"","keywords":"Asymptomatic; Meta-analysis; Medicine; Psychological intervention; Coronavirus disease 2019 (COVID-19); Systematic review; Sample size determination; Internal medicine; MEDLINE; Disease; Statistics; Infectious disease (medical specialty); Psychiatry; Biology","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":[0.02679488,0.002502993,0.01866461,0.009347165,0.0006726954,0.005571515,0.002533696,0.002917948,0.008305113],"category_scores_gemma":[0.07122576,0.00182541,0.02779458,0.007225224,0.001038926,0.004508095,0.002383182,0.002242736,0.0008026303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004627666,"about_ca_system_score_gemma":0.008016122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009333854,"about_ca_topic_score_gemma":0.01984252,"domain_scores_codex":[0.9826533,0.007683318,0.005907015,0.001171248,0.001972123,0.0006130151],"domain_scores_gemma":[0.9576384,0.02806009,0.007898746,0.001425747,0.004453419,0.0005234979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009284946,0.00001807258,0.001368147,0.82544,0.154411,0.00007221123,0.0000856936,0.0001184584,0.0002083532,0.0001496561,0.00109585,0.01610406],"study_design_scores_gemma":[0.001078732,0.000325515,0.003470462,0.3560563,0.6316895,0.0001236659,0.0001622963,0.0001645363,0.0001819308,0.0004345162,0.00626594,0.00004655094],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001950455,0.9939771,0.0005517435,0.0009198554,0.0004390794,0.0009648146,0.0008288091,0.00004219091,0.0003260088],"genre_scores_gemma":[0.08057951,0.9040326,0.003959987,0.004462417,0.0006135943,0.004065658,0.001586597,0.00006562666,0.0006339827],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02679488,"threshold_uncertainty_score":0.1417066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2359358935505021,"score_gpt":0.4114789325290232,"score_spread":0.1755430389785211,"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."}}