{"id":"W2093789703","doi":"10.1016/j.pain.2004.06.003","title":"Changes in readiness to self-manage pain are associated with improvement in multidisciplinary pain treatment and pain coping","year":2004,"lang":"en","type":"article","venue":"Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Neurological Disorders and Stroke; University of Washington","keywords":"Multidisciplinary approach; Coping (psychology); Pain management; Pain catastrophizing; Chronic pain; Medicine; Physical therapy; Psychology; Clinical psychology","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":[0.01702313,0.0002745146,0.00045494,0.000352611,0.00006918277,0.00001847994,0.000054254,0.0001258958,0.000008137752],"category_scores_gemma":[0.002557397,0.0002064804,0.00004864595,0.0005529316,0.00004435188,0.0000507257,0.00003509723,0.0001410519,0.00000248882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109217,"about_ca_system_score_gemma":0.0000590446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006638622,"about_ca_topic_score_gemma":0.0178128,"domain_scores_codex":[0.9962485,0.002307253,0.0003322239,0.000476842,0.0002145002,0.0004207154],"domain_scores_gemma":[0.9977952,0.001634182,0.0001069623,0.0002443385,0.000047429,0.0001718411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004533145,0.003283411,0.7456366,0.002746437,0.0001997388,0.0002636146,0.02141237,0.0007269479,0.01135606,0.00007657788,0.0001628134,0.2136821],"study_design_scores_gemma":[0.01064338,0.01115947,0.9363304,0.007311298,0.00006106246,0.000001568723,0.01475174,0.01748332,0.0004449184,0.0004233307,0.0006278537,0.0007616676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978061,0.0001704501,0.005053876,0.01410836,0.00002910261,0.002377218,0.000006529277,0.0001144316,0.00007901997],"genre_scores_gemma":[0.9957739,0.00004113311,0.001543892,0.001813113,0.00005271559,0.0005144078,0.00007638152,0.00003673905,0.0001477747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2129205,"threshold_uncertainty_score":0.993996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019223002412734,"score_gpt":0.260243465900906,"score_spread":0.2500512358767786,"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."}}