{"id":"W2551338076","doi":"10.1097/sa.0000000000000273","title":"Cervical Epidural Analgesia in Current Anaesthesia Practice","year":2016,"lang":"en","type":"article","venue":"Survey of Anesthesiology","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; University of Ottawa","funders":"","keywords":"Medicine; Anesthesia; Epidural space; Blockade; Analgesic; Epidural administration; Surgery; Bupivacaine; 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":[0.001174589,0.0001597472,0.0006102942,0.0002153425,0.00001391235,0.000001688431,0.0001524395,0.0001744941,0.0002685207],"category_scores_gemma":[0.002283631,0.00009786966,0.00009929183,0.0002638515,0.000255517,0.000104862,0.00003807448,0.0001655144,0.0001381929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004066512,"about_ca_system_score_gemma":0.0001236946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006885428,"about_ca_topic_score_gemma":0.0002526319,"domain_scores_codex":[0.9977163,0.00097672,0.0005144608,0.0003292368,0.0001251623,0.0003380875],"domain_scores_gemma":[0.9989783,0.0001966785,0.000166571,0.0003475146,0.0002055581,0.0001054192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005045707,0.0003566408,0.926505,0.00003227275,0.00001919375,0.0002397152,0.00004873469,1.774093e-7,0.002124312,0.0008813696,0.0009415485,0.06834648],"study_design_scores_gemma":[0.001208938,0.001758265,0.9941038,0.0001015764,0.00002378461,0.000382759,0.00002334034,0.00001175427,0.0004555666,0.0001388699,0.001675645,0.0001156648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940103,0.0009660335,0.0000964557,0.003904623,0.0001016275,0.0001677625,0.000006258599,0.0000233939,0.0007235412],"genre_scores_gemma":[0.9983388,0.0003322249,0.0003433435,0.0008222243,0.0000390672,0.00001061155,0.000024045,0.00001580873,0.00007389262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06823081,"threshold_uncertainty_score":0.3991009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05349482438443235,"score_gpt":0.3502144979419776,"score_spread":0.2967196735575452,"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."}}