{"id":"W4362689468","doi":"10.1080/21646821.2023.2183008","title":"Guidelines for Qualifications of Neurodiagnostic Personnel: A Joint Position Statement of the American Clinical Neurophysiology Society, the American Association of Neuromuscular &amp; Electrodiagnostic Medicine, the American Society of Neurophysiological Monitoring, and ASET – The Neurodiagnostic Society","year":2023,"lang":"en","type":"article","venue":"The Neurodiagnostic Journal","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Clinical neurophysiology; Neurophysiology; Position statement; Association (psychology); Physical medicine and rehabilitation; Medicine; Neuroscience; Statement (logic); Psychology; Electroencephalography; Psychiatry; Family medicine; Political science; Law; Psychotherapist","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":[0.03286671,0.001547876,0.001762043,0.005463613,0.003676762,0.005814634,0.005538811,0.01411079,0.01448272],"category_scores_gemma":[0.07636896,0.001651473,0.002118446,0.004098765,0.003256428,0.004547111,0.005147243,0.01138393,0.02608755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005943418,"about_ca_system_score_gemma":0.0425145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02389474,"about_ca_topic_score_gemma":0.04030847,"domain_scores_codex":[0.9593427,0.01079526,0.00864982,0.001364425,0.01731441,0.002533382],"domain_scores_gemma":[0.8849537,0.02034613,0.007740507,0.002553841,0.07766318,0.006742697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002707258,0.0002153,0.001201592,0.0005729811,0.000007557715,0.0001853816,0.001018037,0.0003029004,0.0006295886,0.005960033,0.9166803,0.07319923],"study_design_scores_gemma":[0.00007188626,0.0001166404,0.0057686,0.005574853,0.00002257954,0.001039427,0.001553142,0.0004877918,0.0005072368,0.007459387,0.9773076,0.00009094428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007438765,0.05936749,0.08200382,0.5021555,0.05226953,0.01685603,0.01112479,0.002983279,0.2658008],"genre_scores_gemma":[0.03930393,0.08233168,0.3236337,0.2117848,0.013574,0.02570462,0.03164628,0.00177704,0.270244],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03286671,"threshold_uncertainty_score":0.1738179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109891419917743,"score_gpt":0.4115542193969687,"score_spread":0.3005650774051944,"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."}}