{"id":"W3087070691","doi":"10.1213/ane.0000000000005145","title":"Effect of Perioperative Active Body Surface Warming Systems on Analgesic and Clinical Outcomes: A Systematic Review and Meta-analysis of Randomized Controlled Trials","year":2020,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute; University of British Columbia; Toronto Rehabilitation Institute; University of Ottawa; McGill University Health Centre; Impact; Centre Hospitalier de l’Université de Montréal; Dalhousie University; University of Toronto; Vancouver General Hospital; Mount Sinai Hospital","funders":"","keywords":"Medicine; Perioperative; Strictly standardized mean difference; MEDLINE; Randomized controlled trial; Confidence interval; Meta-analysis; Anesthesia; Adverse effect; Analgesic; Subgroup analysis; Relative risk; Clinical trial; Surgery; 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":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"category_scores_codex":[0.03731125,0.001299983,0.1536262,0.0008106702,0.00005634779,0.00003614173,0.0002710978,0.0005022575,0.00009163393],"category_scores_gemma":[0.02678597,0.0005752303,0.01790439,0.001339859,0.0005330518,0.00006809751,0.0000409985,0.0006258516,0.00000460348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008913632,"about_ca_system_score_gemma":0.0002804051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005967614,"about_ca_topic_score_gemma":0.000001015186,"domain_scores_codex":[0.9526353,0.03493615,0.0100294,0.0009337181,0.001172956,0.0002924748],"domain_scores_gemma":[0.9300506,0.0579064,0.01015437,0.001020016,0.0004876777,0.0003809558],"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":[0.0101049,0.00007304241,0.00001829798,0.4837758,0.5052263,0.0001157539,0.00009031181,0.000002784971,3.663204e-7,0.0001816007,0.000007730046,0.0004031834],"study_design_scores_gemma":[0.04731364,0.001136519,0.00002693178,0.08291753,0.8674511,0.000161458,0.00005388934,0.0002618945,0.000001130394,4.324948e-7,0.0003746629,0.0003007844],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005965795,0.9693025,0.00002873936,0.0005874597,0.00002617138,0.02934536,0.00003073944,0.00004714566,0.00003525047],"genre_scores_gemma":[0.005647887,0.9921566,0.00003740242,0.0003242709,0.0000425794,0.001272695,0.00007822624,0.0001117955,0.0003285524],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4008583,"threshold_uncertainty_score":0.9999752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0821700291409759,"score_gpt":0.4350807978872812,"score_spread":0.3529107687463052,"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."}}