{"id":"W4416117534","doi":"10.1007/s12529-025-10409-3","title":"Associations Between Pain and Substance Use Among Individuals Diagnosed with Ehlers-Danlos Syndromes or Generalized Hypermobility Spectrum Disorder","year":2025,"lang":"en","type":"article","venue":"International Journal of Behavioral Medicine","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; University of Toronto; McMaster University; St. Joseph’s Healthcare Hamilton; University Health Network","funders":"","keywords":"Exacerbation; Health psychology; Longitudinal study; Alcohol; Cannabis; Alcohol use disorder; Substance use; Chronic pain","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":[0.0007214698,0.0001406754,0.0003008278,0.000208627,0.00005858726,0.00003487417,0.0002881866,0.00008777647,0.00008527043],"category_scores_gemma":[0.0006886742,0.0001001672,0.00005498953,0.0001701534,0.0002572871,0.00002766807,0.00006400009,0.0001882746,3.397774e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007264282,"about_ca_system_score_gemma":0.0001233979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006973727,"about_ca_topic_score_gemma":0.002360296,"domain_scores_codex":[0.9985222,0.0002099691,0.0004062204,0.0002093767,0.0004844482,0.0001677448],"domain_scores_gemma":[0.9987762,0.0002351832,0.0002509269,0.000140331,0.0005068493,0.00009049538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001626911,0.0001429457,0.9891956,0.000004681951,0.0002850395,0.00006654565,0.000202312,0.000007444387,0.003933292,0.00002161503,0.0005797934,0.005398005],"study_design_scores_gemma":[0.002861245,0.0009269263,0.9932058,0.0001650531,0.0001091939,0.0000212735,0.0003623959,0.000007015779,0.00128072,0.0001328881,0.0008118773,0.000115607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950236,0.0006445523,0.001684176,0.002189257,0.0001340569,0.0002152641,0.00008660228,0.000004927927,0.00001755672],"genre_scores_gemma":[0.9987122,0.0002112337,0.000258772,0.0001247038,0.000157615,0.00001207028,0.0001198952,0.00001248993,0.0003910471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005282398,"threshold_uncertainty_score":0.4084702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04761973347528488,"score_gpt":0.369499855724408,"score_spread":0.3218801222491231,"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."}}