{"id":"W4220653098","doi":"10.1136/bmj-2021-067718","title":"Psychological interventions for chronic, non-specific low back pain: systematic review with network meta-analysis","year":2022,"lang":"en","type":"review","venue":"BMJ","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":214,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Health and Medical Research Council; Medical Research Council; Australian Government","keywords":"Medicine; Meta-analysis; Physical therapy; CINAHL; PsycINFO; Randomized controlled trial; Psychological intervention; Confidence interval; MEDLINE; Systematic review; Chronic pain; Intervention (counseling); Blinding; Physical medicine and rehabilitation; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007831549,0.0005288103,0.01001141,0.0002406509,0.0001264894,0.00002859401,0.0002987525,0.0002067324,0.00871633],"category_scores_gemma":[0.0006113378,0.0002714767,0.01661491,0.001640648,0.00007900171,0.00003070147,0.00005515481,0.0004550155,0.0001886911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002633336,"about_ca_system_score_gemma":0.00008910553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001300702,"about_ca_topic_score_gemma":0.000007906439,"domain_scores_codex":[0.9937752,0.002309649,0.002320893,0.0007553819,0.000492506,0.0003463142],"domain_scores_gemma":[0.9951148,0.001786496,0.001314176,0.001508024,0.0001281862,0.0001483433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000605959,0.000162413,1.108068e-7,0.8629339,0.07823253,0.00000574509,0.000004178265,0.000009766779,4.135805e-9,0.00004420999,0.04774443,0.01085667],"study_design_scores_gemma":[0.000132967,0.0006192442,0.000001484875,0.3032707,0.3303841,0.00001888334,0.000006105287,0.00001785468,4.710115e-10,0.000004847921,0.3653504,0.0001934741],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.258516e-8,0.9666386,0.01067085,0.0007565105,0.0001407289,0.02102979,0.0000436007,0.00004081711,0.0006790322],"genre_scores_gemma":[8.723314e-7,0.9726169,0.003232948,0.0005219189,0.0004025737,0.01752339,0.001371916,0.00006385502,0.004265663],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5596632,"threshold_uncertainty_score":0.9999737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2327676738428431,"score_gpt":0.4527207560364389,"score_spread":0.2199530821935958,"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."}}