{"id":"W2159165627","doi":"10.1684/epd.2012.0535","title":"Near‐infrared spectroscopy shows preictal haemodynamic changes in temporal lobe epilepsy","year":2012,"lang":"en","type":"article","venue":"Epileptic Disorders","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary; Alberta Health Services","funders":"Canadian Institutes of Health Research","keywords":"Hemodynamics; Epilepsy; Temporal lobe; Frontal lobe; Anesthesia; Blood flow; Cerebral blood flow; Medicine; Oxygen saturation; Psychology; Cardiology; Neuroscience; Oxygen; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003814819,0.0003602687,0.0005720644,0.000229158,0.00009862339,0.00006514871,0.0001879482,0.0001847605,0.0009489133],"category_scores_gemma":[0.000167942,0.0003331037,0.0001480023,0.0003938939,0.0003460031,0.0002692562,0.00008342632,0.0006289584,0.0001653172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002163428,"about_ca_system_score_gemma":0.0001051613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002683104,"about_ca_topic_score_gemma":0.0004357689,"domain_scores_codex":[0.9976686,0.00007545403,0.0003816816,0.0004271342,0.0003763866,0.001070754],"domain_scores_gemma":[0.9989134,0.00007643234,0.00008810913,0.000532772,0.00003340573,0.000355879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00032864,0.001597289,0.9632324,0.0001839937,0.00007533417,0.00003752171,0.001342602,0.000005826264,0.01285686,0.002498667,0.009181325,0.008659562],"study_design_scores_gemma":[0.008262658,0.004314713,0.8198379,0.001030401,0.0004664875,0.0002060058,0.002126832,0.02668788,0.02014883,0.01405403,0.1002283,0.002635939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.886315,0.0007795134,0.002481847,0.004523485,0.0004141097,0.001028353,0.00001659085,0.0006105732,0.1038305],"genre_scores_gemma":[0.9632646,0.0002021324,0.03269845,0.0008865886,0.0002096916,0.0001192769,0.0000755658,0.00007759417,0.002466029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1433944,"threshold_uncertainty_score":0.9999644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043959266991122,"score_gpt":0.2889051963282055,"score_spread":0.2784656036582943,"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."}}