{"id":"W4210284337","doi":"10.1002/ejp.1915","title":"Preventing persistent postsurgical pain: A systematic review and component network meta‐analysis","year":2022,"lang":"en","type":"review","venue":"European Journal of Pain","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Victoria; University of Calgary","funders":"","keywords":"Medicine; Randomized controlled trial; Meta-analysis; Placebo; Tolerability; Clinical trial; Blinding; Psychological intervention; Relative risk; Internal medicine; Adverse effect; Psychiatry; Confidence interval; Alternative 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02174149,0.003299691,0.01759571,0.007764245,0.0006262183,0.003014002,0.002595535,0.002030707,0.004003378],"category_scores_gemma":[0.04115548,0.001533883,0.04326475,0.007654023,0.0006886586,0.001744501,0.001901971,0.001992248,0.0003009745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002480721,"about_ca_system_score_gemma":0.003283134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006813357,"about_ca_topic_score_gemma":0.01166536,"domain_scores_codex":[0.9849204,0.009886931,0.002539435,0.001200261,0.001090912,0.0003621143],"domain_scores_gemma":[0.9684941,0.02562724,0.003288188,0.0008980536,0.001423649,0.0002687102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001708474,0.00003399987,0.003180987,0.2064715,0.7777647,0.0000818282,0.0000618343,0.0009995184,0.0001106122,0.0001762258,0.0004258303,0.008984439],"study_design_scores_gemma":[0.0005656689,0.000159509,0.002071733,0.01131699,0.9841915,0.00004896765,0.00002522611,0.0004499345,0.00005700078,0.0002866102,0.0008103249,0.00001651951],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007554343,0.988351,0.002023122,0.0003194406,0.0001748101,0.0005915067,0.0006360666,0.00004782585,0.0003019221],"genre_scores_gemma":[0.3112109,0.6723375,0.009530871,0.001010835,0.0003567066,0.00369616,0.001313515,0.00006209422,0.0004814411],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02174149,"threshold_uncertainty_score":0.1149814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048855419011487,"score_gpt":0.3085439710773266,"score_spread":0.2036584291761778,"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."}}