{"id":"W2921721163","doi":"10.1016/j.bjae.2019.01.007","title":"Intraoperative neuromonitoring in paediatric spinal surgery","year":2019,"lang":"en","type":"review","venue":"BJA Education","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Intraoperative neurophysiological monitoring; Modalities; Anesthesia; Spinal surgery; Physical medicine and rehabilitation; 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":[0.0003220157,0.0004208943,0.001521949,0.0006822951,0.00005342487,0.00005199035,0.0001043994,0.0002722172,0.00003130483],"category_scores_gemma":[0.0002915343,0.0003443992,0.0003486653,0.0007150936,0.0000291767,0.00009011623,0.00002723705,0.0008321095,0.000265064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002948948,"about_ca_system_score_gemma":0.002766032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003921536,"about_ca_topic_score_gemma":5.647565e-7,"domain_scores_codex":[0.9979239,0.0003782909,0.0005815339,0.0005395684,0.000247876,0.0003288263],"domain_scores_gemma":[0.9988317,0.0003501087,0.0002158863,0.0003562206,0.0001244755,0.0001216236],"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":[0.00001136301,0.0003221562,0.001427557,0.0158771,0.00002395308,0.00004307795,0.00007423114,4.277295e-7,0.000006165803,0.00002128674,0.0006816759,0.981511],"study_design_scores_gemma":[0.0001780872,0.0002782288,0.001883518,0.04660717,0.0007725618,0.0004539987,0.00005734141,0.000004204948,0.00005264212,0.0000026813,0.9492272,0.0004823479],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009709139,0.9823028,8.965341e-7,0.0001064453,0.006196081,0.001220255,0.000003091483,0.00004853906,0.0004127016],"genre_scores_gemma":[0.002092466,0.9920796,0.00004317681,0.0000589555,0.003823498,0.0004556334,0.00008349571,0.00008237157,0.001280874],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9810287,"threshold_uncertainty_score":0.9999008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09509422441777295,"score_gpt":0.4127906544544299,"score_spread":0.317696430036657,"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."}}