{"id":"W4408251692","doi":"10.1016/j.wneu.2025.123878","title":"Safety and Feasibility of Transabdominal Muscle Action Potential Monitoring in Lateral Lumbar Surgery","year":2025,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"NuVasive","keywords":"Medicine; Lumbar; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004661985,0.0001524734,0.0004632593,0.0003941182,0.00006806356,0.00001641162,0.00003186717,0.00005485301,0.00001061034],"category_scores_gemma":[0.0001376738,0.0001474584,0.0001334261,0.0004434785,0.00009935515,0.00008173528,0.00001643855,0.0002917728,0.000001034526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004396492,"about_ca_system_score_gemma":0.00007503085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003841719,"about_ca_topic_score_gemma":0.000007200689,"domain_scores_codex":[0.9986306,0.0002058461,0.0004421682,0.0003192169,0.000165593,0.0002365621],"domain_scores_gemma":[0.9993041,0.0003262674,0.00006360779,0.0001922085,0.00004607316,0.00006774359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005380985,0.0001962861,0.6884593,0.0003061426,0.000009673133,0.0002333002,0.00005266161,0.00002557559,0.2971007,0.0000172385,0.00004317852,0.01301779],"study_design_scores_gemma":[0.0005883936,0.00004342109,0.9169546,0.0004379233,0.00003088428,0.00003223198,0.0000129817,0.00008395709,0.08151431,0.00001044314,0.000205619,0.00008526211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973679,0.0001011369,0.00002043985,0.0005888601,0.001438875,0.0002231085,0.000002437468,0.00003778325,0.0002194389],"genre_scores_gemma":[0.9988996,0.000134018,0.00002205263,0.00008475522,0.0001188841,0.000008102301,0.000002179971,0.00001407891,0.000716318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2284952,"threshold_uncertainty_score":0.6013181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03277126473831415,"score_gpt":0.3097750625875716,"score_spread":0.2770037978492575,"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."}}