{"id":"W2554973609","doi":"10.1213/ane.0000000000001503","title":"Diagnostic Accuracy of Neuromonitoring for Identification of New Neurologic Deficits in Pediatric Spinal Fusion Surgery","year":2016,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Intraoperative neurophysiological monitoring; Confidence interval; Modalities; Somatosensory evoked potential; Psychological intervention; Incidence (geometry); Anesthesia; Spinal fusion; Surgery; 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":[0.000471567,0.000194825,0.0004919012,0.0003548891,0.00004155346,0.000009088275,0.0001235574,0.0001046819,0.000005778932],"category_scores_gemma":[0.002172971,0.0001407595,0.0001758517,0.0004195243,0.00005360452,0.00010674,0.00001282919,0.0001056332,0.000008382969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002256221,"about_ca_system_score_gemma":0.0001583375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004711327,"about_ca_topic_score_gemma":0.000001257481,"domain_scores_codex":[0.9982808,0.0001343667,0.0006754211,0.000345766,0.0002745403,0.0002890929],"domain_scores_gemma":[0.9968075,0.002238876,0.0003704627,0.000311813,0.0001685242,0.0001028186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006438952,0.0003072342,0.8678529,0.0005485009,0.000008658499,0.0003866059,0.00009064437,0.00002291847,0.1116323,0.0002228469,0.0001871175,0.01809637],"study_design_scores_gemma":[0.000708565,0.0009888583,0.9168597,0.0003032518,0.0001128675,0.0002646957,0.000009788054,0.00003406144,0.0804036,0.00009398717,0.00009279926,0.00012785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972336,0.0003643444,0.000237402,0.001486549,0.0001386653,0.00049807,8.917501e-7,0.0000312735,0.000009215663],"genre_scores_gemma":[0.9987601,0.0005712072,0.00008142928,0.00005646025,0.0003771128,0.00003500661,0.000003696375,0.00003003064,0.00008497792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0490068,"threshold_uncertainty_score":0.5740007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03028274107460169,"score_gpt":0.2955080381588727,"score_spread":0.265225297084271,"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."}}