{"id":"W2019577509","doi":"10.1016/j.aan.2014.08.002","title":"Ultrasound Guidance for Central Neuraxial Anesthesia and Analgesia","year":2014,"lang":"en","type":"article","venue":"Advances in Anesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Neuraxial blockade; Palpation; Hematoma; Anesthesia; Epidural hematoma; Epidural space; Surgery; Spinal anesthesia","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":[0.001049004,0.0004004381,0.0003913646,0.001235612,0.0003934,0.001114209,0.0004995075,0.001181589,0.007168376],"category_scores_gemma":[0.001903991,0.0001939933,0.0003592668,0.0006672862,0.001100455,0.001150887,0.000588808,0.001642192,0.001795322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007823604,"about_ca_system_score_gemma":0.00187787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003755714,"about_ca_topic_score_gemma":0.009031731,"domain_scores_codex":[0.9995968,0.0001274169,0.00003041657,0.00004582549,0.0001588573,0.00004075733],"domain_scores_gemma":[0.9988706,0.0005434507,0.0001107052,0.00007052894,0.0003066917,0.00009802531],"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":[0.0006417113,0.0001431592,0.001842339,0.001314868,0.00007698996,0.001992485,0.0002986099,0.0005805844,0.06290886,0.01312474,0.03351697,0.8835586],"study_design_scores_gemma":[0.0003181731,0.002349233,0.02341988,0.003735571,0.000441621,0.05970706,0.0005859384,0.007043666,0.06610949,0.01902933,0.8169866,0.0002733809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03109235,0.830479,0.0565309,0.009600477,0.003179608,0.0001311594,0.0001497876,0.0005243937,0.06831229],"genre_scores_gemma":[0.2994552,0.4950691,0.1412249,0.008124653,0.006571829,0.0002706382,0.0003166733,0.0003685138,0.04859852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007168376,"threshold_uncertainty_score":0.02398062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008542935787066993,"score_gpt":0.2637032297589906,"score_spread":0.2551602939719236,"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."}}