{"id":"W4401013957","doi":"10.1097/j.pain.0000000000003317","title":"ENIGMA-Chronic Pain: a worldwide initiative to identify brain correlates of chronic pain","year":2024,"lang":"en","type":"article","venue":"Pain","topic":"Pain Management and Placebo Effect","field":"Neuroscience","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Western University","funders":"Intramural Research Program; HORIZON EUROPE European Research Council; Fonds Wetenschappelijk Onderzoek; National Institute of Biomedical Imaging and Bioengineering; National Institute on Drug Abuse; National Institute of Mental Health; National Institute for Health and Care Research; National Institute on Aging; Novo Nordisk Fonden; Great Ormond Street Institute of Child Health; Economic and Social Research Council; Danmarks Grundforskningsfond; Biotechnology and Biological Sciences Research Council; HORIZON EUROPE Framework Programme; Deutsche Forschungsgemeinschaft; Rebecca L. Cooper Medical Research Foundation; National Research Foundation; U.S. Department of Veterans Affairs; National Institute of Neurological Disorders and Stroke; National Health and Medical Research Council; Medical Research Council; NIHR Great Ormond Street Hospital Biomedical Research Centre; Age UK; National Institutes of Health; National Science Foundation","keywords":"Chronic pain; Neuroimaging; Anxiety; Medicine; Population; Depression (economics); Disease; Psychiatry; Internal 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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05722385,0.0003154603,0.0003358821,0.0004798415,0.0001402361,0.0001827491,0.0005164679,0.00009974411,0.0006373845],"category_scores_gemma":[0.0316732,0.0003005055,0.0002012656,0.001369955,0.0001337216,0.0002492082,0.000179871,0.0003753287,0.0007857729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003436599,"about_ca_system_score_gemma":0.000178979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003316762,"about_ca_topic_score_gemma":0.000147725,"domain_scores_codex":[0.9765159,0.02115268,0.0004513762,0.0007509248,0.0004760371,0.00065302],"domain_scores_gemma":[0.952026,0.04729441,0.0001003924,0.0004108363,0.00002576651,0.0001425656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008708495,0.000143204,0.002764932,0.0018876,0.0001178961,0.000474014,0.002880446,0.001476257,0.1843006,0.007029116,0.2173723,0.5814666],"study_design_scores_gemma":[0.0005279219,0.0009912655,0.0009030524,0.001854842,0.00006481326,0.000004615188,0.000246436,0.7701178,0.0263523,0.005254094,0.1928699,0.0008129755],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02042343,0.004669422,0.9492206,0.01055522,0.001508146,0.002715636,0.00007303229,0.0009308844,0.00990361],"genre_scores_gemma":[0.9906654,0.00007078549,0.00007904525,0.005065956,0.0002883677,0.0001647554,0.00001602389,0.00005453666,0.003595071],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.970242,"threshold_uncertainty_score":0.9999923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02736157214708008,"score_gpt":0.3038134271759245,"score_spread":0.2764518550288445,"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."}}