{"id":"W4386423606","doi":"10.1101/2023.09.03.23295001","title":"COVID-19 vaccines and autoimmune disorders: A scoping review protocol","year":2023,"lang":"en","type":"review","venue":"medRxiv","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; York University","funders":"","keywords":"Vaccination; Medicine; Immunology; Rheumatoid arthritis; Autoimmunity; Autoimmune disease; Immune system; Antibody","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":[0.04377324,0.00390103,0.01141612,0.02515366,0.003166677,0.007001109,0.004151674,0.006458592,0.0400324],"category_scores_gemma":[0.06401581,0.003441883,0.01006207,0.01929483,0.003270596,0.006921449,0.005868988,0.003850613,0.005332645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01428105,"about_ca_system_score_gemma":0.06524869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100902,"about_ca_topic_score_gemma":0.02180461,"domain_scores_codex":[0.9792037,0.006363647,0.008884451,0.001682048,0.002891609,0.0009744851],"domain_scores_gemma":[0.966967,0.01349162,0.007009256,0.00154778,0.009707594,0.001276695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006292904,0.00008446389,0.0005709308,0.9505185,0.0008998113,0.0004207652,0.00119559,0.0004182053,0.0004820561,0.002230877,0.01217472,0.03037469],"study_design_scores_gemma":[0.001286897,0.0002885367,0.002271992,0.9019516,0.004385699,0.0003354648,0.001338175,0.000199573,0.0004254883,0.001822006,0.08558626,0.000108393],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00162628,0.05387316,0.00291915,0.002236148,0.0007708333,0.9213619,0.01392146,0.0001252018,0.003165979],"genre_scores_gemma":[0.002641989,0.03920906,0.006142327,0.00106098,0.00009904661,0.9465654,0.002659365,0.00001968871,0.001602216],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04377324,"threshold_uncertainty_score":0.2314978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1582912617197462,"score_gpt":0.4938369581786569,"score_spread":0.3355456964589106,"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."}}