{"id":"W4391045310","doi":"10.1007/s12630-023-02686-x","title":"Are we closer to determining a gold standard for sensory block testing during labour epidural analgesia?","year":2024,"lang":"en","type":"editorial","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Gold standard (test); Sensory system; Block (permutation group theory); Epidural block; Anesthesia; Medicine; Local anaesthetic; Psychology; Neuroscience; Mathematics; 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":[0.03698964,0.003559205,0.009120284,0.006768289,0.003670248,0.01062347,0.005679424,0.03007526,0.0073535],"category_scores_gemma":[0.1741035,0.00209921,0.003732546,0.002940558,0.004106812,0.007613003,0.001630203,0.04255822,0.006316097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006478754,"about_ca_system_score_gemma":0.01212866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008953199,"about_ca_topic_score_gemma":0.02374037,"domain_scores_codex":[0.9779311,0.004683737,0.005396071,0.001816018,0.009221848,0.0009511905],"domain_scores_gemma":[0.796251,0.09719168,0.008792383,0.002855846,0.08501353,0.009895445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001042366,0.00001923959,0.0001477225,0.0009222548,0.00009802411,0.00008285232,0.00002258975,0.00002697281,0.00004481379,0.0003779817,0.9865746,0.01157876],"study_design_scores_gemma":[0.0008894689,0.0001643351,0.002278323,0.007001635,0.0009784681,0.0006170912,0.0002915003,0.0005943672,0.0002212115,0.004497671,0.9823058,0.0001601485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003604592,0.01023541,0.0001229178,0.07041253,0.9186058,0.00001893312,0.00006158704,0.0000332675,0.0004734991],"genre_scores_gemma":[0.0004619573,0.007849058,0.0003739203,0.05618422,0.9336686,0.00004100722,0.00005075231,0.00003889697,0.001331624],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03698964,"threshold_uncertainty_score":0.1956223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205331857234009,"score_gpt":0.2683061270736885,"score_spread":0.2462528085013484,"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."}}