{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137381,0.0001355609,0.0002614332,0.0003858121,0.000212271,0.0005131832,0.0001679039,0.0003698085,0.001916127],"category_scores_gemma":[0.01000113,0.0001221876,0.0003691256,0.0003704094,0.0001685512,0.0003085286,0.0003318808,0.0006231638,0.0001738937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002650708,"about_ca_system_score_gemma":0.0002725519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001720921,"about_ca_topic_score_gemma":0.002226983,"domain_scores_codex":[0.9992066,0.0003230471,0.0001012845,0.00008300476,0.0001978544,0.00008829073],"domain_scores_gemma":[0.9943433,0.001905283,0.00267271,0.0002293324,0.0003178352,0.0005315682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001581314,0.0001051237,0.9956051,0.00001276074,0.00005070036,0.00001928004,0.00005807012,0.00008049209,0.00008469322,0.00002711588,0.00008484277,0.003713749],"study_design_scores_gemma":[0.000005599142,0.0001022493,0.9993149,0.000005967735,0.00001246576,0.00004591504,0.00004503611,0.0003123047,0.00002646703,0.0000535139,0.0000726904,0.000002855443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987674,0.0002520021,0.0001231496,0.0000993888,0.000004133183,0.00000937741,0.0001974386,0.000002370325,0.0005447535],"genre_scores_gemma":[0.9995739,0.00008238131,0.00007606952,0.00001432913,0.000006214475,0.000005778309,0.0001871307,7.713102e-7,0.00005336991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001916127,"threshold_uncertainty_score":0.006410122,"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."}}