{"id":"W4384820001","doi":"10.1177/15598276231189682","title":"Assessing Diet and Musculoskeletal Pain in Adults: Results From a Cross-Sectional Analysis of the National Health and Nutrition Examination Survey (NHANES)","year":2023,"lang":"en","type":"article","venue":"American Journal of Lifestyle Medicine","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; National Health and Nutrition Examination Survey; Osteoarthritis; Confounding; Cross-sectional study; Joint pain; Internal medicine; Physical therapy; Inflammation; Neck pain; Systemic inflammation; Body mass index; Population; Pathology; Environmental health; Alternative medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.008294859,0.0001077846,0.000572694,0.000839969,0.00007432861,0.00001728833,0.00008388024,0.0000445533,0.00001662047],"category_scores_gemma":[0.005472141,0.00007238935,0.00008290938,0.002064744,0.0006312919,0.0001426307,0.00003473235,0.0003202775,3.240602e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001634105,"about_ca_system_score_gemma":0.0003987755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001836916,"about_ca_topic_score_gemma":0.0001134264,"domain_scores_codex":[0.9965954,0.001098856,0.0008624588,0.0002064025,0.001047991,0.0001888631],"domain_scores_gemma":[0.9964448,0.002107726,0.0006904427,0.0001065094,0.0004727265,0.0001777846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001018219,0.0001300658,0.9861478,0.0004063587,0.000328054,0.0000168267,0.001312662,0.00003293215,0.0003239209,0.000005186221,0.0002089341,0.01006904],"study_design_scores_gemma":[0.003284717,0.003806932,0.98535,0.001648837,0.00005475188,0.00004868454,0.002292543,0.003412124,0.000006263741,0.00002531088,0.00001623934,0.00005362271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963759,0.0004525924,0.0000861533,0.002796638,0.00006156095,0.0001457255,0.00005742642,0.000005977066,0.00001808416],"genre_scores_gemma":[0.9986555,0.0007403935,0.0001576726,0.00004642868,0.000109377,0.000003708363,0.0002588326,0.000009466351,0.00001863707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01001542,"threshold_uncertainty_score":0.6551059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03974249828758107,"score_gpt":0.3844546644655316,"score_spread":0.3447121661779505,"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."}}