{"id":"W4281555910","doi":"10.1016/j.accpm.2022.101102","title":"Identification of the intraoperative antinociceptive effect of intravenous fentanyl using the Nociception Level (NOL) index versus clinical parameters in patients undergoing gynecological laparoscopic surgery: A secondary analysis of the NOLGYN study","year":2022,"lang":"en","type":"article","venue":"Anaesthesia Critical Care & Pain Medicine","topic":"Nausea and vomiting management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital Maisonneuve-Rosemont; Polytechnique Montréal","funders":"","keywords":"Medicine; Fentanyl; Anesthesia; Nociception; Analgesic; Heart rate; Bolus (digestion); Blood pressure; 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":[],"consensus_categories":[],"category_scores_codex":[0.006814512,0.000215328,0.001077355,0.0002909755,0.0002888024,0.000008707883,0.0003571387,0.00009176226,0.00005704025],"category_scores_gemma":[0.008234043,0.0001154379,0.0003746924,0.001788608,0.0009414589,0.00004758133,0.0001847043,0.0007280135,2.191651e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003113145,"about_ca_system_score_gemma":0.0002008322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003981354,"about_ca_topic_score_gemma":0.0003365303,"domain_scores_codex":[0.990719,0.006331217,0.001310642,0.0003978468,0.0009656379,0.0002756444],"domain_scores_gemma":[0.990831,0.007657724,0.0005130543,0.0006285115,0.0003076211,0.00006208047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008947736,0.0007179541,0.9851372,0.0002137633,0.0006064782,0.000009844479,0.00483643,0.0002760812,0.0002109953,0.00008341035,0.00003665975,0.006976465],"study_design_scores_gemma":[0.003682307,0.005501227,0.9491426,0.0001755353,0.003269414,6.197019e-7,0.03663801,0.0009870594,0.0004831598,0.00001750344,0.000004546071,0.0000980066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965909,0.0001157048,0.0001550073,0.001293263,0.0002797419,0.001520872,0.00001381412,0.000009604439,0.00002111595],"genre_scores_gemma":[0.9992152,0.00001613517,0.00001684015,0.0006191332,0.00003324917,0.00005688172,0.00002347706,0.00001591389,0.000003173606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03599453,"threshold_uncertainty_score":0.9857513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05609279333891899,"score_gpt":0.3630981280220933,"score_spread":0.3070053346831743,"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."}}