{"id":"W2173721284","doi":"10.1111/ner.12373","title":"High Rates of Undiagnosed Psychological Distress Exist in a Referral Population for Spinal Cord Stimulation in the Management of Chronic Pain","year":2015,"lang":"en","type":"article","venue":"Neuromodulation Technology at the Neural Interface","topic":"Pain Management and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Neuropathic pain; Medicine; Beck Depression Inventory; Anxiety; Beck Anxiety Inventory; Population; Depression (economics); Psychopathology; Chronic pain; Physical therapy; Psychiatry; Anesthesia","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":[0.0004704636,0.0001341818,0.0002301815,0.0002009206,0.00003383515,0.000005582918,0.0001878934,0.00009831932,0.000007487829],"category_scores_gemma":[0.00009666423,0.00008408164,0.00004943441,0.0004424008,0.0001235759,0.00005233374,0.00007134789,0.0001471984,0.000002008626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001630307,"about_ca_system_score_gemma":0.000003131118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005311561,"about_ca_topic_score_gemma":0.0001309183,"domain_scores_codex":[0.9987856,0.0002068284,0.0004155121,0.0002524802,0.0001775102,0.0001620423],"domain_scores_gemma":[0.9992417,0.0001314098,0.0002054513,0.0003618996,0.00004433452,0.0000152205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01795188,0.004642955,0.5786493,0.0009598738,0.0002732768,0.0001788581,0.0004155893,0.06260066,0.01015077,0.02776218,0.0009673411,0.2954473],"study_design_scores_gemma":[0.004184886,0.004641576,0.9553182,0.0001722956,0.00007563786,0.00001074167,0.0001988763,0.0268685,0.002422224,0.005962012,0.00005727703,0.00008778967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925296,0.0001457585,0.000971,0.004680494,0.0001091928,0.001468448,0.00000499005,0.00003497762,0.0000555006],"genre_scores_gemma":[0.9993418,0.00001511895,0.0002432143,0.00006667906,0.00001444946,0.0001426868,0.00007888865,0.000009890944,0.00008721339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3766689,"threshold_uncertainty_score":0.3428749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09969083929099133,"score_gpt":0.3982878587763464,"score_spread":0.2985970194853551,"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."}}