{"id":"W4390649618","doi":"10.1101/2024.01.04.573933","title":"The neurodevelopmental trajectory of beta band oscillations: an OPM-MEG study","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Engineering and Physical Sciences Research Council; National Institutes of Health","keywords":"Magnetoencephalography; Neuroscience; Somatosensory system; Electrophysiology; Brain activity and meditation; Psychology; Electroencephalography; Sensory system; Cognition; Neuroimaging; Stimulus (psychology); Computer science; Cognitive psychology","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":[0.0003102071,0.0003006702,0.00021231,0.0006058929,0.000136565,0.000226194,0.0002011455,0.0003399505,0.0004814964],"category_scores_gemma":[0.0007300524,0.0001011233,0.0001628409,0.0002467976,0.0003255665,0.0002484595,0.000410572,0.000396105,0.0001345314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132584,"about_ca_system_score_gemma":0.0001278061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000804813,"about_ca_topic_score_gemma":0.0007464461,"domain_scores_codex":[0.9999106,0.00001497228,0.000004923576,0.00003169487,0.00002480216,0.00001309136],"domain_scores_gemma":[0.9998198,0.00005989968,0.00004737908,0.00002449775,0.00002635401,0.000021985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007347236,0.0001913341,0.1779276,0.000187153,0.0001227248,0.004102794,0.001157736,0.001050954,0.7326627,0.001788319,0.0007526155,0.07932132],"study_design_scores_gemma":[0.00002164221,0.0006443083,0.8875492,0.00004248066,0.0001393443,0.005735461,0.000463692,0.003917396,0.094504,0.001351878,0.005593926,0.00003664982],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991621,0.0006406984,0.006416224,0.000123123,0.00001276765,0.00001106043,0.0003477045,0.00003368872,0.0007937893],"genre_scores_gemma":[0.9934658,0.0007954803,0.004801489,0.00005680974,0.00002947295,0.00003662005,0.0002859267,0.00002007501,0.0005083171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000804813,"threshold_uncertainty_score":0.001640558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592631468887287,"score_gpt":0.2437679202318433,"score_spread":0.2178416055429704,"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."}}