{"id":"W4406972849","doi":"10.1016/j.jpain.2025.104795","title":"Low working memory underpins the association between aberrant functional properties of pain modulation circuitry and chronic back pain severity","year":2025,"lang":"en","type":"article","venue":"Journal of Pain","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Health Authority","funders":"Natural Sciences and Engineering Research Council of Canada; Nova Scotia Health Authority; Canadian Institutes of Health Research","keywords":"Association (psychology); Chronic pain; Neuroscience; Medicine; Functional connectivity; Psychology; Physical medicine and rehabilitation; Psychotherapist","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":[0.009513346,0.0001115148,0.0003086969,0.0001136696,0.0001125572,0.00002093278,0.00005353882,0.0001099338,0.00002772874],"category_scores_gemma":[0.0008911061,0.00007216879,0.0001194677,0.0001647502,0.00003181503,0.00007959463,0.00001718069,0.0002519197,0.00000114779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005785789,"about_ca_system_score_gemma":0.0002717058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001944758,"about_ca_topic_score_gemma":0.00002520268,"domain_scores_codex":[0.9977921,0.001130692,0.0004408011,0.0001057027,0.0003792518,0.000151452],"domain_scores_gemma":[0.9986232,0.0006251031,0.0004384269,0.000108493,0.0001541625,0.00005064371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002619175,0.0004635273,0.6437309,0.0009679015,0.002364491,0.00001946298,0.0009209593,0.0006008391,0.0444617,0.0001954432,0.003014181,0.3029987],"study_design_scores_gemma":[0.004448271,0.0009384315,0.9468547,0.004271038,0.0006473301,0.0000172126,0.001177987,0.02814426,0.007708806,0.004402299,0.001181342,0.0002083547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8837509,0.001847509,0.1088172,0.004619444,0.0002537679,0.0004188285,0.000003631028,0.0000129338,0.0002757637],"genre_scores_gemma":[0.9982308,0.00007903884,0.0002471888,0.000525651,0.0002985162,0.000003608165,0.000006121655,0.000008785096,0.0006003237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3031238,"threshold_uncertainty_score":0.3297155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03202613557624146,"score_gpt":0.2443665232610565,"score_spread":0.2123403876848151,"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."}}