{"id":"W4280562803","doi":"10.1177/0271678x221099703","title":"Increased interictal synchronicity of respiratory related brain pulsations in epilepsy","year":2022,"lang":"en","type":"article","venue":"Journal of Cerebral Blood Flow & Metabolism","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Medical Research Council; Novo Nordisk Fonden; Instrumentariumin Tiedesäätiö; Orionin Tutkimussäätiö; Oulun Yliopisto; Oulun Yliopiston Tukisäätiö; Lundbeckfonden; Deutsche Forschungsgemeinschaft; BrainLinks-BrainTools; Suomen Lääketieteen Säätiö","keywords":"Synchronicity; Ictal; Epilepsy; Electroencephalography; Neuroscience; Psychology; Medicine; Psychoanalysis","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":[0.0002436407,0.0002246073,0.0001761617,0.0007849763,0.00008755901,0.0002053565,0.00008148466,0.0001589731,0.0009040702],"category_scores_gemma":[0.001804958,0.00009350431,0.0001058585,0.000284677,0.0002537532,0.00020386,0.0002170871,0.0001071927,0.00009642792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009748283,"about_ca_system_score_gemma":0.00006990816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005295489,"about_ca_topic_score_gemma":0.0008243879,"domain_scores_codex":[0.9998767,0.0000287814,0.00002213869,0.00003063063,0.00002657687,0.00001507551],"domain_scores_gemma":[0.9992062,0.0002660192,0.0003618914,0.00006317221,0.00004421843,0.00005856901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002304464,0.00006237549,0.8871579,0.0001051036,0.0002007313,0.001851698,0.0003794764,0.0005683869,0.06890486,0.0001253948,0.0001347718,0.03820478],"study_design_scores_gemma":[0.000009191884,0.0001901489,0.9956353,0.00000203979,0.0000210606,0.001530056,0.00004628817,0.0002549186,0.002184612,0.00005309937,0.0000701355,0.000003170513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991303,0.0001497396,0.0003937148,0.00001126385,0.000001819305,0.000005043218,0.0000453848,0.00001017802,0.0002524531],"genre_scores_gemma":[0.9997242,0.00005346418,0.0001138766,0.000003834081,0.000003969945,0.00000204872,0.00006055646,0.000001810458,0.00003625833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009040702,"threshold_uncertainty_score":0.003024459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399248848162222,"score_gpt":0.2776965943252885,"score_spread":0.2637041058436663,"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."}}