{"id":"W4406080135","doi":"10.1016/j.bbih.2024.100931","title":"Lyme disease associated neurological and musculoskeletal symptoms: A systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Brain Behavior & Immunity - Health","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Lyme disease; Medicine; Disease; Musculoskeletal disease; Systematic review; Physical medicine and rehabilitation; Physical therapy; MEDLINE; Internal medicine; Virology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00226129,0.001123346,0.01257598,0.000712056,0.0007358112,0.00008038518,0.0006240646,0.0007015453,0.0006486017],"category_scores_gemma":[0.003825061,0.0008212521,0.003834968,0.00138165,0.000456483,0.0001044462,0.0005722911,0.00144201,0.00005992711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177952,"about_ca_system_score_gemma":0.0009973244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005279134,"about_ca_topic_score_gemma":0.0001548197,"domain_scores_codex":[0.9823933,0.01347122,0.002096718,0.001075374,0.0001357219,0.0008276915],"domain_scores_gemma":[0.9932407,0.003085894,0.001618752,0.001600598,0.0001543474,0.0002997462],"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":[0.000008184105,0.0009726204,0.0002266422,0.8811346,0.110043,0.00003944702,0.0000291279,4.448273e-8,1.694409e-7,0.00008548612,0.0008571378,0.006603535],"study_design_scores_gemma":[0.0002527624,0.0003097118,0.002997028,0.02163034,0.9639761,0.00009987717,0.000007873738,1.277711e-7,9.427959e-9,0.000005097051,0.01009462,0.000626491],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003253027,0.9892274,0.000003505078,0.0006817227,0.0001149245,0.006914166,0.002451065,0.0002708173,0.00001107674],"genre_scores_gemma":[0.0005650165,0.9895655,0.000003445076,0.003001751,0.000006838554,0.002908887,0.002689379,0.00005984701,0.001199338],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8595042,"threshold_uncertainty_score":0.9994239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04878940924924378,"score_gpt":0.3671573700697092,"score_spread":0.3183679608204654,"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."}}