{"id":"W3152657747","doi":"10.1177/23743735211007834","title":"Patient Satisfaction With Chronic Pain Management: Patient Perspectives of Improvement","year":2021,"lang":"en","type":"article","venue":"Journal of Patient Experience","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University Medical Centre; McMaster University","funders":"","keywords":"Patient satisfaction; Anxiety; Medicine; Depression (economics); Physical therapy; Pain management; Explained variation; Chronic pain; Analysis of variance; Clinical psychology; Internal medicine; Psychiatry; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003264736,0.0001737133,0.0003787776,0.0006350741,0.0003418361,0.00131115,0.0001838273,0.0004184936,0.003056933],"category_scores_gemma":[0.01082238,0.0001144127,0.0005402603,0.0007093928,0.0005077815,0.0007585515,0.0007898249,0.0007861354,0.0001659078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004530842,"about_ca_system_score_gemma":0.0003083066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006508016,"about_ca_topic_score_gemma":0.0009704188,"domain_scores_codex":[0.9963595,0.002348619,0.0002138166,0.0001004794,0.00075664,0.0002209618],"domain_scores_gemma":[0.9947136,0.002474889,0.001567339,0.00009794525,0.0006305153,0.0005157103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007461519,0.0002760612,0.8879906,0.0001951907,0.0003315829,0.0001469939,0.006906969,0.0003669894,0.001308548,0.0006101562,0.002306019,0.09881479],"study_design_scores_gemma":[0.00009210313,0.001580227,0.9799356,0.0001126694,0.0001450783,0.0009142905,0.009299103,0.002877409,0.0006126215,0.0005890276,0.003793223,0.00004849459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921582,0.000911221,0.0009779873,0.001456654,0.00002262314,0.00002131367,0.0001492847,0.00001805083,0.004284786],"genre_scores_gemma":[0.9992642,0.000141817,0.0002018565,0.0001219638,0.00001451704,0.000009473097,0.00006530287,0.000002491221,0.0001783148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003264736,"threshold_uncertainty_score":0.0172658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004391989713011085,"score_gpt":0.2466057112856217,"score_spread":0.2422137215726106,"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."}}