{"id":"W4366830368","doi":"10.1186/s40945-023-00164-7","title":"The sensitivity and specificity of using the McGill pain subscale for diagnosing neuropathic and non-neuropathic chronic pain in the total joint arthroplasty population","year":2023,"lang":"en","type":"article","venue":"Archives of Physiotherapy","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Hamilton Health Sciences; McMaster University; Juravinski Hospital; Alberta Bone and Joint Health Institute; Western University; Sunnybrook Health Science Centre","funders":"","keywords":"Neuropathic pain; Medicine; Receiver operating characteristic; McGill Pain Questionnaire; Joint arthroplasty; Physical therapy; Arthroplasty; Cohort; Area under the curve; Internal medicine; Anesthesia; Surgery; Visual analogue scale","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009549409,0.0005334515,0.0004769612,0.00200681,0.0002944578,0.001387588,0.0006191615,0.001409241,0.0009479148],"category_scores_gemma":[0.03759823,0.0004001691,0.0008250762,0.0006331043,0.001037131,0.001170387,0.0009645682,0.0006090077,0.0003238172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003902933,"about_ca_system_score_gemma":0.000404267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364767,"about_ca_topic_score_gemma":0.001701419,"domain_scores_codex":[0.9941593,0.002610755,0.0007636886,0.0006379628,0.001346549,0.0004817102],"domain_scores_gemma":[0.9746421,0.01637715,0.005269686,0.0008300292,0.001970515,0.0009106125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000102551,0.00002079753,0.9978352,0.00001314706,0.00005213948,0.00004085674,0.00004526028,0.00007587893,0.0001185527,0.000009744668,0.00002795964,0.00165797],"study_design_scores_gemma":[0.00001497606,0.0002749008,0.996435,0.00002687803,0.0001167475,0.001007871,0.0002330144,0.001435365,0.000207828,0.0000898037,0.000146961,0.00001054677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973103,0.0011752,0.0003354449,0.0001193339,0.00002493672,0.00001741212,0.0001018829,0.000009488049,0.0009059947],"genre_scores_gemma":[0.999503,0.0001058799,0.0002283638,0.00002912747,0.00002398066,0.000007082938,0.0000700914,0.000001344347,0.00003115301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009549409,"threshold_uncertainty_score":0.05050272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02125377667172768,"score_gpt":0.2823959949307975,"score_spread":0.2611422182590699,"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."}}