{"id":"W2042693004","doi":"10.1097/brs.0b013e3181a87b66","title":"Intraoperative Multimodality Monitoring in Adult Spinal Deformity","year":2009,"lang":"en","type":"article","venue":"Spine","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Intraoperative neurophysiological monitoring; Somatosensory evoked potential; Surgery; Spinal fusion; Electromyography; False positive paradox; Lumbar; Gold standard (test); Population; Deformity; Vertebrectomy; Arthrodesis; Anesthesia; Radiology; Physical medicine and rehabilitation","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":[0.0005800334,0.000322093,0.0004110164,0.0007341614,0.0002109124,0.0003465396,0.0002224236,0.0003488257,0.0009768904],"category_scores_gemma":[0.003184826,0.0001722697,0.0002048543,0.000614366,0.0003481074,0.0003831772,0.0003965315,0.0003190314,0.0001358247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002224217,"about_ca_system_score_gemma":0.0003203462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005445781,"about_ca_topic_score_gemma":0.0007570289,"domain_scores_codex":[0.9992943,0.0001431346,0.0001350733,0.000173275,0.0001663926,0.00008773441],"domain_scores_gemma":[0.9969509,0.0006311116,0.001921502,0.00008797891,0.0001841001,0.0002243982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008297365,0.00001770686,0.9969363,0.0000158523,0.00001289198,0.000525268,0.00002697964,0.00002315007,0.0002552478,0.000004557023,0.00003164562,0.002067465],"study_design_scores_gemma":[0.00002018903,0.0004860091,0.9871725,0.00002302992,0.00003312802,0.01131535,0.0001185414,0.0003603843,0.0002988805,0.00001257073,0.0001546019,0.00000481132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99913,0.00040185,0.000179619,0.00001593221,0.000003132852,0.00001353238,0.0000636879,0.000003926072,0.0001884672],"genre_scores_gemma":[0.9995653,0.0001200549,0.0001517731,0.00002129829,0.000008607341,0.00001726231,0.00009194998,8.919725e-7,0.00002292525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009768904,"threshold_uncertainty_score":0.003268003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690161455516402,"score_gpt":0.3233316259616934,"score_spread":0.3064300114065294,"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."}}