{"id":"W2962328155","doi":"10.1097/aco.0000000000000765","title":"Anesthetic management of complex spine surgery in adult patients","year":2019,"lang":"en","type":"review","venue":"Current Opinion in Anaesthesiology","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chrysler (Canada); Western University","funders":"","keywords":"Medicine; Ketamine; Blood management; Analgesic; Psychological intervention; Tranexamic acid; Anesthetic; Blood loss; Intensive care medicine; Multimodal therapy; Anesthesia; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003158524,0.0004675924,0.002769525,0.0007609682,0.00001717548,0.000004970992,0.000195237,0.0002796388,0.00002086293],"category_scores_gemma":[0.00006293252,0.0003680911,0.0003914571,0.0005133858,0.0001301763,0.00002344702,0.00006697986,0.0005633183,0.00008853884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001343751,"about_ca_system_score_gemma":0.0001401954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009942595,"about_ca_topic_score_gemma":3.342649e-7,"domain_scores_codex":[0.9969624,0.0005799208,0.00119131,0.0006022595,0.0002357836,0.000428363],"domain_scores_gemma":[0.9987421,0.0001781745,0.0004077241,0.000489547,0.0001021332,0.0000803279],"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":[0.00002796328,0.0007474272,0.01040793,0.07466268,0.00002358496,0.00003769412,0.00002793111,0.000001529059,1.171742e-7,0.0004308499,0.0002969015,0.9133354],"study_design_scores_gemma":[0.00154931,0.001394689,0.04101996,0.1515945,0.0001704091,0.00006898687,0.00001443778,0.00001668244,0.000001010094,0.00001312916,0.8036802,0.0004766853],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01964897,0.9746487,0.000001203147,0.00004074217,0.003581336,0.001930658,0.000008879858,0.00002515306,0.0001143995],"genre_scores_gemma":[0.00155269,0.9974952,0.00004688908,0.00001709823,0.0001248489,0.0001490349,0.0005308583,0.00005148962,0.00003194162],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9128587,"threshold_uncertainty_score":0.9998771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1519834984304395,"score_gpt":0.4101623577285223,"score_spread":0.2581788592980828,"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."}}