{"id":"W4382931394","doi":"10.1097/j.pain.0000000000002945","title":"Educational disparities in joint pain within and across US states: do macro sociopolitical contexts matter?","year":2023,"lang":"en","type":"article","venue":"Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; Western University","funders":"National Institute on Aging; National Institutes of Health; Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Odds ratio; Odds; Demography; Population; Confidence interval; Inequality; Logistic regression; Behavioral Risk Factor Surveillance System; Health equity; Medicine; Psychology; Gerontology; Public health; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005994795,0.0001188619,0.0002263793,0.00008822199,0.00007692307,0.00003736587,0.00003354946,0.00008056159,0.0002048033],"category_scores_gemma":[0.001921304,0.00009902083,0.00005779472,0.0001537766,0.0002866074,0.00005201256,0.00003253138,0.0001755692,0.0001216427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009017708,"about_ca_system_score_gemma":0.00006995244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003083892,"about_ca_topic_score_gemma":0.0001172762,"domain_scores_codex":[0.9982135,0.0007153903,0.0003110559,0.000233583,0.0001952851,0.0003312388],"domain_scores_gemma":[0.9979653,0.001676621,0.00003622858,0.0001361011,0.00004601782,0.0001397196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000519588,0.0001742098,0.9573141,0.002029011,0.00002642759,0.000009978624,0.009406663,0.00001461057,0.001035303,0.006022664,0.019829,0.004086044],"study_design_scores_gemma":[0.0006608357,0.0001083415,0.9680842,0.0003559349,0.000004173159,0.00000316049,0.005832607,0.004463843,0.00002709954,0.01987059,0.0004569248,0.0001322545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725619,0.0001816842,0.0003040967,0.02608562,0.0001105015,0.000334213,0.00002605375,0.00004829301,0.0003476617],"genre_scores_gemma":[0.9941206,0.0000205673,0.0002402309,0.003476158,0.0001145271,0.00008728555,0.0001308384,0.00001861544,0.001791208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02260946,"threshold_uncertainty_score":0.4037952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197485682518776,"score_gpt":0.3139992982850427,"score_spread":0.302024441459855,"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."}}