{"id":"W4244464854","doi":"10.1111/j.1528-1167.2005.460801_4.x","title":"Clinical Neurophysiology: EEG–Video Monitoring","year":2005,"lang":"en","type":"article","venue":"Epilepsia","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electroencephalography; Clinical neurophysiology; Neurophysiology; Neuroscience; Electrodiagnosis; Clinical neurology; Epilepsy; Medicine; Psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002957018,0.001207089,0.0005717074,0.001199706,0.0001946566,0.000419392,0.0005792519,0.0007611035,0.008068568],"category_scores_gemma":[0.001499397,0.00009936171,0.000185108,0.001048676,0.0002677091,0.0004673017,0.000319743,0.0008471677,0.00284888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000221195,"about_ca_system_score_gemma":0.0003201395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003065207,"about_ca_topic_score_gemma":0.002078187,"domain_scores_codex":[0.999543,0.00009594146,0.00005872076,0.0001326884,0.0001400948,0.00002956999],"domain_scores_gemma":[0.9995678,0.000120895,0.00007709797,0.00004217041,0.0001457792,0.00004627676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003645566,0.0009415502,0.08198689,0.002224443,0.0003624007,0.01593193,0.0003855238,0.002194633,0.1044701,0.0009285671,0.04971883,0.7372096],"study_design_scores_gemma":[0.001277762,0.004108255,0.6396854,0.001689101,0.000355506,0.1118374,0.0007364288,0.03472593,0.07194837,0.005109926,0.1282331,0.0002927245],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.483569,0.03283511,0.1970552,0.006048539,0.003121487,0.00544069,0.02985277,0.01106333,0.231014],"genre_scores_gemma":[0.9329493,0.007920378,0.02996819,0.003286903,0.0009613362,0.001296355,0.003158064,0.0005284272,0.01993099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008068568,"threshold_uncertainty_score":0.02699202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03680524534513249,"score_gpt":0.3638965116668463,"score_spread":0.3270912663217138,"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."}}