{"id":"W4205615064","doi":"10.1136/rapm-2021-102981","title":"Quality of meta-analyses of non-opioid, pharmacological, perioperative interventions for chronic postsurgical pain: a systematic review","year":2022,"lang":"en","type":"review","venue":"Regional Anesthesia & Pain Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care; International Collaboration On Repair Discoveries; University of British Columbia","funders":"","keywords":"Medicine; Pregabalin; Meta-analysis; Systematic review; Critical appraisal; Perioperative; Gabapentin; Chronic pain; MEDLINE; Intensive care medicine; Psychological intervention; Publication bias; Physical therapy; Anesthesia; Internal medicine; Alternative medicine; Psychiatry; Pathology","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":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.08480788,0.004051379,0.02820073,0.01671334,0.001169283,0.006996341,0.003635472,0.003748756,0.002927974],"category_scores_gemma":[0.2316102,0.003161544,0.06759313,0.01362373,0.001864156,0.003906601,0.003153251,0.002899118,0.0002821298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006295645,"about_ca_system_score_gemma":0.007807632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005947053,"about_ca_topic_score_gemma":0.0110658,"domain_scores_codex":[0.8991416,0.05732227,0.02911202,0.004933189,0.008480795,0.001010094],"domain_scores_gemma":[0.7594687,0.1929874,0.03049514,0.005822495,0.01034428,0.000881901],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001060469,0.00001976606,0.004793309,0.3510395,0.6299677,0.0000917486,0.0001065206,0.0006097009,0.0001068179,0.000183498,0.0004513695,0.01156941],"study_design_scores_gemma":[0.0005593224,0.0001660412,0.003773689,0.05563965,0.9375034,0.0001148381,0.00005993454,0.000303117,0.0001428437,0.0004806067,0.001220517,0.00003592191],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00299848,0.9938041,0.001456117,0.0003897064,0.0002096616,0.0004706117,0.0004231223,0.00003767043,0.0002106842],"genre_scores_gemma":[0.2075748,0.7755094,0.009458695,0.001549593,0.0006365883,0.003991074,0.0009912677,0.00008454761,0.0002040068],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9717993,"threshold_uncertainty_score":0.4485123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4184216315438977,"score_gpt":0.5025332582355072,"score_spread":0.08411162669160949,"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."}}