{"id":"W2120363455","doi":"10.1007/s00381-010-1115-0","title":"Intraoperative neurophysiological monitoring during complex spinal deformity cases in pediatric patients: methodology, utility, prognostication, and outcome","year":2010,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Toronto","funders":"","keywords":"Medicine; Spinal deformity; Neurosurgery; Intraoperative neurophysiological monitoring; Neurophysiology; Spinal surgery; Deformity; Surgery; Psychiatry","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":[0.0005349781,0.0003799162,0.0002931874,0.0006249195,0.0002034,0.0003688325,0.0002033694,0.0003658232,0.0003857467],"category_scores_gemma":[0.004306089,0.00009762962,0.0001382016,0.0004215399,0.0003813448,0.0005121087,0.0002808689,0.0004333117,0.0001203372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002383301,"about_ca_system_score_gemma":0.0003683192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017461,"about_ca_topic_score_gemma":0.001560698,"domain_scores_codex":[0.9997072,0.00008039002,0.00004255206,0.00004415912,0.00007665947,0.00004903797],"domain_scores_gemma":[0.9981763,0.0007237804,0.0005102968,0.0001018329,0.0002713195,0.000216356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003263424,0.00004219373,0.9734171,0.00002588534,0.0000189685,0.002746209,0.0001560474,0.0002500004,0.002535103,0.0000342755,0.00007351339,0.02037421],"study_design_scores_gemma":[0.00001805714,0.001044195,0.9667362,0.00004138405,0.00007488146,0.02308549,0.0005063984,0.00295272,0.005011865,0.0001156416,0.0003903751,0.00002275512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971239,0.0006890739,0.00151103,0.00004753285,0.00001132196,0.00001258944,0.00004923614,0.00001200561,0.0005433289],"genre_scores_gemma":[0.9988359,0.0003600566,0.0006996821,0.00001042431,0.00001513768,0.000006328876,0.00003212196,0.000002557146,0.00003789732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001017461,"threshold_uncertainty_score":0.002829313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06207142897370126,"score_gpt":0.3294317470983099,"score_spread":0.2673603181246086,"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."}}