{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.06462439,0.000467338,0.007996621,0.0003437974,0.0001451057,0.00005143136,0.0003707267,0.00003470233,0.0009066625],"category_scores_gemma":[0.0006887292,0.0002884071,0.007434867,0.0007368527,0.00003976482,0.00003085363,0.0001354572,0.0007296878,0.00001606078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001058725,"about_ca_system_score_gemma":0.00006417019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.03231e-7,"about_ca_topic_score_gemma":1.435176e-7,"domain_scores_codex":[0.9589688,0.03727533,0.002422657,0.0003173988,0.0007055775,0.0003102721],"domain_scores_gemma":[0.994776,0.001746426,0.002623406,0.0004852924,0.00007924659,0.0002896104],"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":[0.000005692102,0.0000753017,0.000006648037,0.7944383,0.1888045,0.002767067,0.00004832103,0.00001631692,2.626364e-9,0.0000109046,0.003052904,0.01077402],"study_design_scores_gemma":[0.00007132913,0.0002477579,0.000002119483,0.1072117,0.4416345,0.0006930416,0.00004417541,0.00002615796,1.2222e-10,3.670073e-7,0.4499462,0.0001226564],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.797938e-7,0.9964224,0.0009307326,0.0005230156,0.00002702073,0.001584931,0.000001209915,0.0000154633,0.0004950773],"genre_scores_gemma":[0.000009256516,0.9939823,0.0005994464,0.003920658,0.0001935061,0.00002679137,0.00003611248,0.00007016547,0.001161798],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6872267,"threshold_uncertainty_score":0.9999568,"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."}}