{"id":"W2424528656","doi":"10.1097/j.pain.0000000000000379","title":"Expectations predict chronic pain treatment outcomes","year":2015,"lang":"en","type":"article","venue":"Pain","topic":"Pain Management and Placebo Effect","field":"Neuroscience","cited_by":201,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal; Université du Québec en Outaouais; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Multidisciplinary approach; Quality of life (healthcare); Psychological intervention; Observational study; Chronic pain; Physical therapy; Cohort; Association (psychology); Pain catastrophizing; MEDLINE; Patient satisfaction; Clinical psychology; Internal medicine; Psychology; Psychiatry; Psychotherapist; Surgery","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":[0.008896027,0.0001344785,0.0001289462,0.00008295244,0.00009208052,0.00004742979,0.0001525097,0.00002923192,0.00007956682],"category_scores_gemma":[0.009279272,0.0001040012,0.00006890226,0.0001752741,0.00003768048,0.00009299608,0.00002465739,0.00004511815,0.0004435635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002105933,"about_ca_system_score_gemma":0.00005523206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002983955,"about_ca_topic_score_gemma":0.00004019141,"domain_scores_codex":[0.9919927,0.007167854,0.0001231392,0.0002539446,0.0002115479,0.0002508332],"domain_scores_gemma":[0.9934001,0.006194234,0.00004208849,0.000242771,0.000008993441,0.0001118217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000757074,0.0007284062,0.2025152,0.00008209376,0.00009914415,0.0001934613,0.005421686,0.001589033,0.01201899,0.005508434,0.1408452,0.6309227],"study_design_scores_gemma":[0.003062451,0.001640056,0.003416651,0.00004757962,0.00007441914,0.000002916659,0.001217754,0.6313422,0.01208214,0.002978706,0.3433929,0.000742148],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09420905,0.001174639,0.7635003,0.01037934,0.001782586,0.004470282,0.00007278204,0.002268545,0.1221424],"genre_scores_gemma":[0.9923595,0.00001236642,0.0001491823,0.0007660553,0.0001071807,0.0001678145,0.00001006347,0.00001378647,0.006414064],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8981504,"threshold_uncertainty_score":0.999066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06214958256283763,"score_gpt":0.2972083434439918,"score_spread":0.2350587608811542,"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."}}