{"id":"W2063700529","doi":"10.1016/s1526-5900(03)00779-x","title":"Toward the development of a motivational model of pain self-management","year":2003,"lang":"en","type":"review","venue":"Journal of Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":252,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Chronic pain; Coping (psychology); Pain management; Psychological intervention; Self-management; Psychology; Psychotherapist; Maladaptive coping; Medicine; Clinical psychology; Physical therapy; Psychiatry; Computer science","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":[0.0117753,0.0002060128,0.001142606,0.0003102046,0.00002907679,0.000004389101,0.0001769811,0.0001333962,0.00004075046],"category_scores_gemma":[0.0006826265,0.0001097509,0.0007023975,0.0002683013,0.00005257514,0.00003232944,0.0000259192,0.0003167355,0.000001654192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045294,"about_ca_system_score_gemma":0.000808796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.414945e-7,"about_ca_topic_score_gemma":3.389953e-7,"domain_scores_codex":[0.9962372,0.001050783,0.001730017,0.0001178247,0.0007329404,0.0001312877],"domain_scores_gemma":[0.9971441,0.0008161237,0.001449099,0.0001958369,0.0003195886,0.00007525467],"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":[0.00002081583,0.0004812895,0.00003033371,0.100537,0.001278352,0.000003190022,0.001653275,0.0001396913,0.00001224605,0.0006661554,0.001852427,0.8933253],"study_design_scores_gemma":[0.00122778,0.000625822,0.000275475,0.05412212,0.001508929,0.00002136117,0.0009619648,0.001849659,0.000005844435,0.0008346998,0.9382647,0.00030166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001636091,0.9220657,0.07461598,0.0004520628,0.0001421138,0.001179238,0.000004628118,0.000007263664,0.001369407],"genre_scores_gemma":[0.0008650968,0.8853671,0.1129091,0.0001876058,0.0001310438,0.00002760735,0.00001747211,0.00003660174,0.0004583437],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9364123,"threshold_uncertainty_score":0.4475511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05036618918757232,"score_gpt":0.3240488007798594,"score_spread":0.2736826115922871,"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."}}