{"id":"W2066319638","doi":"10.2217/pmt.13.9","title":"Self-Management Interventions for Chronic Pain","year":2013,"lang":"en","type":"article","venue":"Pain Management","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Memorial University of Newfoundland; Queen's University","funders":"","keywords":"Psychological intervention; Self-management; Chronic pain; Medicine; Coping (psychology); Pain management; Variety (cybernetics); Mental health; Quality of life (healthcare); Nursing; Physical therapy; Clinical psychology; Psychiatry","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":[0.002830027,0.0001569797,0.0001961779,0.0002154203,0.00010176,0.00003800515,0.0001119533,0.00004386411,0.0005646747],"category_scores_gemma":[0.0001085276,0.0001328657,0.0003377975,0.0002312403,0.00003295858,0.00007238113,0.00007199456,0.00006506506,0.0003124069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002520152,"about_ca_system_score_gemma":0.000008389431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009614236,"about_ca_topic_score_gemma":0.000006837566,"domain_scores_codex":[0.9985379,0.0002534149,0.0003561116,0.000320213,0.0002200869,0.0003122745],"domain_scores_gemma":[0.9991384,0.0002000132,0.00006903899,0.0003980405,0.00008781467,0.0001066652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002735042,0.001099699,0.001066032,0.08220533,0.001187101,0.000006036499,0.0002399915,0.00004373061,0.0001249037,0.03440096,0.144729,0.7348699],"study_design_scores_gemma":[0.006070034,0.002472666,0.2214362,0.004898461,0.0007664758,8.837231e-7,0.003193205,0.05682695,0.00002168939,0.01071331,0.6928839,0.0007161803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005253484,0.001289733,0.8878263,0.01621574,0.000468914,0.01595644,0.000003595964,0.0006784174,0.0723074],"genre_scores_gemma":[0.7388685,0.000881893,0.1929189,0.004257029,0.0005008128,0.009549699,0.0002640812,0.0001009003,0.05265827],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7341537,"threshold_uncertainty_score":0.6182792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170961143887275,"score_gpt":0.28649128041367,"score_spread":0.2747816689747973,"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."}}