{"id":"W1978163121","doi":"10.1163/15685690152385754","title":"Evaluation of treatment efficacy in a large regional pain clinic","year":2001,"lang":"en","type":"article","venue":"The Pain Clinic","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Depression (economics); McGill Pain Questionnaire; Anxiety; Visual analogue scale; Pain catastrophizing; Outpatient clinic; Chronic pain; Hospital Anxiety and Depression Scale; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04709587,0.0001243501,0.0003128809,0.000105418,0.00004571983,0.000003428568,0.00008041081,0.0001090699,0.000818485],"category_scores_gemma":[0.009591181,0.00007499913,0.0002647932,0.0003018166,0.0001056257,0.00002455163,0.00001278748,0.0001543474,0.0001651511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002311308,"about_ca_system_score_gemma":0.0002947194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006732446,"about_ca_topic_score_gemma":0.0001687747,"domain_scores_codex":[0.9934851,0.004815458,0.0006927247,0.000245713,0.0005391971,0.0002218386],"domain_scores_gemma":[0.9931692,0.005886402,0.0001808417,0.000471424,0.0002304033,0.00006167047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001623538,0.01001845,0.2368686,0.0004569447,0.0005073792,0.000007985843,0.007703413,0.0002008641,0.001479251,0.0002432669,0.008974323,0.731916],"study_design_scores_gemma":[0.01225367,0.004313365,0.9360591,0.0005503753,0.0003548727,0.000002910771,0.002151037,0.03122383,0.00001289914,0.002929185,0.009978867,0.0001698714],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870197,0.0006051664,0.0002009816,0.007751776,0.00008935684,0.00142546,0.000001755849,0.00002706358,0.002878737],"genre_scores_gemma":[0.9959618,0.0003223301,0.0001164685,0.001275342,0.000168828,0.00009331937,0.00003353547,0.00001497199,0.002013399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7317461,"threshold_uncertainty_score":0.9987515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072050828024666,"score_gpt":0.421417531464612,"score_spread":0.3142124486621454,"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."}}