{"id":"W4407279859","doi":"10.1016/j.jpain.2025.105332","title":"Living successfully with chronic pain: Identifying the pivotal conditions needed to make it happen","year":2025,"lang":"en","type":"article","venue":"Journal of Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quebec Rehabilitation Research Network; Centre for Interdisciplinary Research in Rehabilitation; Université du Québec à Chicoutimi; The Quebec Population Health Research Network; Université Laval","funders":"Fonds de Recherche du Québec - Santé; Réseau québécois de recherche sur la douleur","keywords":"Chronic pain; Narrative; Realm; Qualitative research; General partnership; Quality of life (healthcare); Psychology; Perspective (graphical); Activities of daily living; Medicine; Sociology; Psychiatry; Psychotherapist; Geography; Political science; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005169502,0.0001079876,0.0002392973,0.0002423619,0.0001757479,0.00006456464,0.0001386516,0.00005065134,0.0002044339],"category_scores_gemma":[0.001620041,0.00006185105,0.0001639108,0.0004084204,0.00007769052,0.00009291448,0.00002994153,0.0003144644,0.0000101198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001804354,"about_ca_system_score_gemma":0.0003146791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005146352,"about_ca_topic_score_gemma":0.0002900785,"domain_scores_codex":[0.9983972,0.0005651373,0.0004174222,0.0001079095,0.0003286402,0.0001836972],"domain_scores_gemma":[0.9979546,0.001332408,0.0001815532,0.0001805687,0.0002394396,0.0001114505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001286985,0.001710609,0.1723079,0.009455699,0.002948144,0.0003634646,0.01861888,0.003554581,0.2432037,0.006012274,0.4334775,0.1070602],"study_design_scores_gemma":[0.0045705,0.007122578,0.8473485,0.02525989,0.0006752365,0.0002038301,0.04572882,0.005948779,0.0007773867,0.001507633,0.06028349,0.0005733753],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8300459,0.0005518877,0.07510579,0.0900058,0.0003670205,0.000750866,0.000002183654,0.00002683357,0.0031437],"genre_scores_gemma":[0.9907293,0.00001305574,0.0007265172,0.006109055,0.0002993135,0.00001169801,0.000002200298,0.00001141494,0.002097386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6750405,"threshold_uncertainty_score":0.2522212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094677893935322,"score_gpt":0.3059084971464426,"score_spread":0.2949617182070894,"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."}}