{"id":"W4389080280","doi":"10.1097/pr9.0000000000001109","title":"Application of PainDETECT in pediatric chronic pain: how well does it identify neuropathic pain and its characteristics?","year":2023,"lang":"en","type":"article","venue":"PAIN Reports","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health","keywords":"Medicine; Neuropathic pain; Population; Physical therapy; Allodynia; Back pain; Internal medicine; Hyperalgesia; Nociception; Pathology; Anesthesia; Receptor; Alternative 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":[],"consensus_categories":[],"category_scores_codex":[0.0167974,0.0002232383,0.000427895,0.0003373277,0.00006163783,0.00002420562,0.00005835699,0.0001447126,0.00002356175],"category_scores_gemma":[0.003801983,0.0001795221,0.00008671809,0.0005773556,0.00002507981,0.00006554375,0.00005517083,0.0001980775,0.0000155214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008943137,"about_ca_system_score_gemma":0.000101932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003272006,"about_ca_topic_score_gemma":0.00003320819,"domain_scores_codex":[0.9968822,0.001265369,0.0005721463,0.0005437967,0.0003768257,0.0003596911],"domain_scores_gemma":[0.9980672,0.000811145,0.0004498764,0.0004409977,0.00008978754,0.0001409736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003308135,0.0002058413,0.8840566,0.001918338,0.00004746783,0.003879371,0.000208491,0.000004482673,0.01560283,0.00002566429,0.0003038097,0.09371408],"study_design_scores_gemma":[0.0009357986,0.0007907927,0.9490922,0.0003446849,0.0001965612,0.0001351518,0.0001985012,0.04119069,0.00260205,0.001122333,0.003003676,0.0003875371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881126,0.0005514412,0.008391376,0.001277717,0.0001975611,0.001235128,0.000007380029,0.0001658918,0.00006087808],"genre_scores_gemma":[0.9979548,0.0006893856,0.00006249059,0.0003009886,0.0002190947,0.0001931388,0.00009840933,0.00004274242,0.0004388794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09332655,"threshold_uncertainty_score":0.7320701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208049295759156,"score_gpt":0.2605035974225213,"score_spread":0.2484231044649298,"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."}}