{"id":"W4414435734","doi":"10.1007/s00540-025-03585-9","title":"The role of economic evaluation in evidence-based perioperative decision-making","year":2025,"lang":"en","type":"editorial","venue":"Journal of Anesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; University of Toronto; Canadian Anesthesiologists' Society","keywords":"Perioperative; Anesthesiology; Economic evaluation; Pain medicine; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.005041609,0.0002513427,0.001475795,0.0004101683,0.00007600456,0.00007065076,0.0003113129,0.0004479827,0.00006918157],"category_scores_gemma":[0.006863019,0.0001535446,0.0009020738,0.0001850097,0.0001058362,0.0001510049,0.0000162835,0.0007798845,0.000005983945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006639363,"about_ca_system_score_gemma":0.005114952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002314822,"about_ca_topic_score_gemma":0.0000175919,"domain_scores_codex":[0.9963754,0.0005367228,0.001273366,0.0002023977,0.001407506,0.0002046123],"domain_scores_gemma":[0.9802343,0.01741985,0.0009438805,0.0003452779,0.0009762241,0.00008042878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03539618,0.0006906296,0.04608109,0.0007684365,0.001657518,0.006108922,0.002181956,0.009056287,0.0002097865,0.002459597,0.4000963,0.4952933],"study_design_scores_gemma":[0.002606791,0.000697956,0.008785845,0.009217918,0.0008710436,0.000429047,0.0004526712,0.001252146,0.0001203712,0.000279807,0.9750773,0.000209119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.3566638,0.1269825,0.0001068613,0.01152517,0.492941,0.003395365,0.00001194893,0.00003319392,0.008340131],"genre_scores_gemma":[0.4912029,0.009038446,0.001585295,0.0003488384,0.4963011,0.00006047048,0.00002077017,0.0001092201,0.001332971],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.574981,"threshold_uncertainty_score":0.9073705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340396877645747,"score_gpt":0.3336763889866408,"score_spread":0.3202724202101833,"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."}}