{"id":"W4282541892","doi":"10.1002/hbm.25965","title":"Ballistocardiogram suppression in concurrent <scp>EEG‐MRI</scp> by dynamic modeling of heartbeats","year":2022,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Canadian Institutes of Health Research; National Health Research Institutes; Ministry of Science and Technology, Taiwan; Canada Foundation for Innovation","keywords":"Electroencephalography; Neuroscience; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002467776,0.0004086375,0.0002186086,0.0001951962,0.0001146764,0.0003317815,0.000280737,0.0003057623,0.0007324109],"category_scores_gemma":[0.0007431787,0.0001307293,0.0002657938,0.0002331521,0.0001922279,0.0002618558,0.0002962922,0.0002751282,0.0002512831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008630256,"about_ca_system_score_gemma":0.0002837608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264085,"about_ca_topic_score_gemma":0.002746111,"domain_scores_codex":[0.9998915,0.00002778049,0.000006160313,0.0000182239,0.00004691226,0.000009281122],"domain_scores_gemma":[0.9998004,0.0000701823,0.00003396326,0.00003419551,0.00004789039,0.00001335733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005528445,0.00008198851,0.002041609,0.0002500647,0.00008790791,0.0005704045,0.0001694187,0.03897056,0.6380287,0.002196677,0.002396807,0.314653],"study_design_scores_gemma":[0.00003166609,0.0002314984,0.01125923,0.00003182403,0.00005885908,0.001173451,0.00005316947,0.7281851,0.2481901,0.001590164,0.009153598,0.00004147617],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1791057,0.0004894439,0.8171812,0.000221255,0.00008189458,0.00004630518,0.0001145347,0.0007811846,0.001978416],"genre_scores_gemma":[0.700442,0.0007247181,0.2953313,0.0001527682,0.00008929837,0.00006263583,0.0004687265,0.0002962906,0.002432341],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001264085,"threshold_uncertainty_score":0.002513468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796342933013551,"score_gpt":0.3264200910878918,"score_spread":0.2984566617577563,"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."}}