{"id":"W2566987464","doi":"10.1155/2016/9570581","title":"Change Narratives That Elude Quantification: A Mixed-Methods Analysis of How People with Chronic Pain Perceive Pain Rehabilitation","year":2016,"lang":"en","type":"article","venue":"Pain Research and Management","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Alberta; Centre for Interdisciplinary Research in Rehabilitation","funders":"Réseau québécois de recherche sur la douleur","keywords":"Rehabilitation; Qualitative research; Psychology; Qualitative property; Chronic pain; Perception; Descriptive statistics; Clinical psychology; Quality of life (healthcare); Physical therapy; Medicine; Psychiatry; Psychotherapist","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03157849,0.0001667205,0.0004034136,0.00103006,0.0001643195,0.00003704286,0.0001142061,0.00007048265,0.0001097194],"category_scores_gemma":[0.002063058,0.00009895606,0.0001386521,0.001509182,0.0004882004,0.0001570483,0.00006772121,0.0001216964,0.000003197044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002008981,"about_ca_system_score_gemma":0.0000409566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001098611,"about_ca_topic_score_gemma":0.0009098736,"domain_scores_codex":[0.9915742,0.006501258,0.0002501931,0.0005456664,0.0007371518,0.0003914818],"domain_scores_gemma":[0.9938811,0.004909581,0.0001070395,0.000554019,0.0003749221,0.0001733525],"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":[0.0005788717,0.0006717018,0.1209413,0.008995535,0.002116175,0.000005589842,0.01421898,0.000004168693,0.01607667,0.006927827,0.005214158,0.8242491],"study_design_scores_gemma":[0.001050662,0.00499329,0.9454545,0.0008892081,0.0001738112,2.556293e-7,0.0342924,0.004736591,0.000111092,0.0008317419,0.007279991,0.0001864761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3549356,0.001181694,0.5649471,0.07375162,0.000048513,0.004444222,0.00001351252,0.00007646898,0.0006012655],"genre_scores_gemma":[0.973719,0.0007704729,0.02262255,0.0001106639,0.00005959774,0.0009991134,0.00005918705,0.00001922234,0.001640176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8245132,"threshold_uncertainty_score":0.9971938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05266714913610075,"score_gpt":0.3902820298130975,"score_spread":0.3376148806769967,"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."}}