{"id":"W4200465426","doi":"10.1016/j.jclinane.2021.110630","title":"Sensitivity and specificity of waveform analysis for assessing postoperative epidural function","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Anesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Anesthesia; Perioperative; Surgery; Prospective cohort study; Local anesthetic; Confidence interval; Anesthesiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009759809,0.000992311,0.0008694121,0.002610777,0.0003052369,0.001943129,0.0006724102,0.002236821,0.001452458],"category_scores_gemma":[0.04361678,0.0005848051,0.0009788992,0.0006538237,0.0008321544,0.001957917,0.0007196698,0.0007701999,0.0008028226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000256015,"about_ca_system_score_gemma":0.0003812568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006628266,"about_ca_topic_score_gemma":0.0007834402,"domain_scores_codex":[0.9948468,0.002085135,0.0008247077,0.0006617177,0.001141501,0.0004401907],"domain_scores_gemma":[0.9520344,0.03987395,0.003014178,0.001473892,0.002836208,0.0007672876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001679358,0.0001112359,0.9652008,0.0001087543,0.0003104817,0.0003351459,0.0001549213,0.0005972342,0.008209938,0.0001319448,0.0002479934,0.02291224],"study_design_scores_gemma":[0.00006705245,0.001133905,0.9604402,0.0001101198,0.0007968188,0.005687383,0.0004751211,0.01943297,0.00983634,0.0007660505,0.001196549,0.00005747368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818037,0.004895224,0.006645284,0.000355965,0.0001923679,0.00006246992,0.0004006581,0.0001253658,0.005519052],"genre_scores_gemma":[0.9973443,0.0004400898,0.001627162,0.00007952839,0.000100282,0.00001385019,0.0001587644,0.00001379295,0.0002223654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009759809,"threshold_uncertainty_score":0.05161542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07546490038248474,"score_gpt":0.3780801765281368,"score_spread":0.3026152761456521,"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."}}