{"id":"W3178778634","doi":"10.1002/hbm.25586","title":"Optimal design of on‐scalp electromagnetic sensor arrays for brain source localisation","year":2021,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Engineering and Physical Sciences Research Council; Deutsche Forschungsgemeinschaft; Freistaat Thüringen","keywords":"Magnetoencephalography; Computer science; Electroencephalography; Complementarity (molecular biology); Artificial intelligence; Neurophysiology; Pattern recognition (psychology); Neuroscience","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":[0.0003953984,0.0009780318,0.0005991177,0.0004258781,0.0002098205,0.001008432,0.0006869396,0.0009875919,0.001652597],"category_scores_gemma":[0.001466285,0.0005265187,0.0004526967,0.0003622375,0.0004320028,0.0005852504,0.0005734012,0.000362565,0.0007051175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005157939,"about_ca_system_score_gemma":0.0005656263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005525795,"about_ca_topic_score_gemma":0.0008771895,"domain_scores_codex":[0.9994134,0.0002195607,0.00002559094,0.0001098728,0.0001683746,0.00006325446],"domain_scores_gemma":[0.9993831,0.0002304477,0.0001422644,0.00004752869,0.0001662884,0.00003032347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003800276,0.0001495826,0.001036497,0.0004602631,0.0001136954,0.0002065825,0.0001696638,0.6565102,0.1695636,0.01329408,0.002114193,0.1560016],"study_design_scores_gemma":[0.00005135651,0.000457564,0.001057643,0.00004003686,0.00005249708,0.0001659726,0.00007712922,0.9499118,0.03551497,0.006280761,0.006350643,0.00003964438],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02617498,0.0004550769,0.9646617,0.0002116786,0.0000624566,0.00009112464,0.00007624393,0.000223544,0.008043244],"genre_scores_gemma":[0.5880502,0.0007641084,0.4068072,0.0001427942,0.00006709348,0.0003844592,0.0001107859,0.00007248171,0.003601022],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001652597,"threshold_uncertainty_score":0.00552851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04496154069807644,"score_gpt":0.2936147018788007,"score_spread":0.2486531611807243,"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."}}