{"id":"W7066785766","doi":"","title":"Identification of Presurgical Risk Factors for the Development of Chronic Postsurgical Pain in Adults: A Comprehensive Umbrella Review","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perioperative; Rehabilitation; Chronic pain; Pain medicine; Identification (biology); MEDLINE; Pain management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001975805,0.0007445478,0.002239276,0.004068348,0.000337821,0.001258575,0.0009782927,0.001301544,0.001936864],"category_scores_gemma":[0.007164593,0.000429828,0.002181677,0.004003171,0.0004311865,0.001202258,0.0008689555,0.001044284,0.0002379745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006511062,"about_ca_system_score_gemma":0.003111687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006795533,"about_ca_topic_score_gemma":0.01247428,"domain_scores_codex":[0.9990897,0.0001562469,0.0003102682,0.0002094017,0.0001748609,0.00005953071],"domain_scores_gemma":[0.9947649,0.00368126,0.0009514157,0.0000601705,0.000403015,0.0001391475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004660139,0.0002296462,0.04414146,0.2060295,0.004783104,0.0002667729,0.0004425496,0.0002302822,0.000318456,0.001051832,0.01939869,0.7226417],"study_design_scores_gemma":[0.0003285883,0.0007594472,0.2793269,0.5074801,0.02255191,0.003388052,0.001479613,0.000427565,0.0003042459,0.001923242,0.1818055,0.0002247733],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007063966,0.9986726,0.00005033584,0.0001979351,0.00009045324,0.00001576339,0.0001168163,0.000002167025,0.0001476019],"genre_scores_gemma":[0.004616614,0.9944878,0.0001998359,0.0002948402,0.0001644864,0.00003477701,0.0001582875,0.000001223515,0.00004216326],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006795533,"threshold_uncertainty_score":0.01351196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1929258222718453,"score_gpt":0.5188083478156091,"score_spread":0.3258825255437638,"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."}}