{"id":"W3130181724","doi":"10.1215/00703370-8977691","title":"Pain Trends Among American Adults, 2002–2018: Patterns, Disparities, and Correlates","year":2021,"lang":"en","type":"article","venue":"Demography","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":224,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; Western University","funders":"National Institute on Aging","keywords":"Socioeconomic status; National Health Interview Survey; Medicine; Population; Health equity; Chronic pain; Fibromyalgia; Demography; Neck pain; Gerontology; Public health; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006303182,0.0001185399,0.0001621396,0.001253158,0.0003306665,0.0005036732,0.0002361097,0.0002289885,0.001306441],"category_scores_gemma":[0.002511049,0.0001036106,0.0002250079,0.002511231,0.0001861755,0.0006117022,0.0004769912,0.0005067873,0.0001992657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005989639,"about_ca_system_score_gemma":0.0008125427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06126075,"about_ca_topic_score_gemma":0.1121083,"domain_scores_codex":[0.9996275,0.00006596316,0.0000663958,0.00006892059,0.0001042411,0.00006703159],"domain_scores_gemma":[0.9986797,0.0001744233,0.0005724423,0.00005006613,0.0003937401,0.000129729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002258063,0.00003507336,0.9907424,0.00003718605,0.00003214255,0.00001294117,0.0001990271,0.00003698346,0.00003973965,0.00008811323,0.001151379,0.007602386],"study_design_scores_gemma":[0.000001200429,0.000009778365,0.9990022,0.00002090614,0.000009128347,0.0000201788,0.000270835,0.000083457,0.00001311457,0.00002611822,0.0005417775,0.00000146048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822742,0.003018008,0.0003073076,0.00142711,0.00004320986,0.00004783242,0.009405105,0.00002069684,0.003456507],"genre_scores_gemma":[0.992896,0.001569722,0.0002215058,0.0001707539,0.00005074384,0.00003844073,0.004706135,0.000003925253,0.0003426234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06126075,"threshold_uncertainty_score":0.1218084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004095196166102322,"score_gpt":0.2232346145587238,"score_spread":0.2191394183926215,"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."}}