{"id":"W4407265602","doi":"10.1177/21925682251318958","title":"Interventions to Modify Psychological Processes in Patients Undergoing Spine Surgery: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Global Spine Journal","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Thunder Bay Regional Health Sciences Centre; University of Manitoba; NOSM University; University of Calgary","funders":"","keywords":"Medicine; Psychological intervention; Physical therapy; Blinding; Perioperative; MEDLINE; Cognitive behavioral therapy; Randomized controlled trial; Quality of life (healthcare); Cognition; 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":[0.006628115,0.001418273,0.007914376,0.00518204,0.0006598457,0.00226362,0.001736048,0.002006828,0.005035987],"category_scores_gemma":[0.0274723,0.0008896624,0.006916125,0.005661366,0.0008345454,0.001638501,0.001127876,0.001357343,0.0002646602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003029472,"about_ca_system_score_gemma":0.007713342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005638592,"about_ca_topic_score_gemma":0.01671866,"domain_scores_codex":[0.9936821,0.002600101,0.001986317,0.0003608824,0.001177186,0.0001934318],"domain_scores_gemma":[0.9780898,0.01624541,0.003866378,0.0002534174,0.00129589,0.0002491394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004386073,0.0000565505,0.0003898358,0.9538864,0.007641643,0.00005705951,0.0001448633,0.00006980066,0.0001066671,0.00008318436,0.0005420382,0.03658323],"study_design_scores_gemma":[0.00173996,0.00078309,0.005791019,0.8903149,0.0890817,0.0003006783,0.0003342408,0.0001498205,0.0002967402,0.0001964802,0.01096335,0.00004786755],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002064464,0.9965392,0.0001179986,0.0001544783,0.00009802372,0.000639172,0.0001468311,0.000009444228,0.0002304224],"genre_scores_gemma":[0.02480972,0.9722642,0.0007662334,0.0004745991,0.00009860973,0.001309543,0.0001369826,0.000005303601,0.0001347188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007914376,"threshold_uncertainty_score":0.03505319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04747730434827806,"score_gpt":0.4156868984220183,"score_spread":0.3682095940737403,"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."}}