{"id":"W3158834932","doi":"10.1038/s41467-021-22741-9","title":"Diversity amongst human cortical pyramidal neurons revealed via their sag currents and frequency preferences","year":2021,"lang":"en","type":"article","venue":"Nature Communications","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vale (Canada); Toronto Rehabilitation Institute; University Health Network; University of Toronto; Centre for Addiction and Mental Health; Ontario Brain Institute","funders":"National Institute of Neurological Disorders and Stroke; Centre for Addiction and Mental Health","keywords":"Neocortex; Neuroscience; Cortical neurons; Electrophysiology; Pyramidal cell; Biology; Hyperpolarization (physics); Cerebral cortex; Population; Physics; Hippocampus; Nuclear magnetic resonance; Medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00009549205,0.0001287553,0.0001355789,0.00004878803,0.002243357,0.00006827258,0.0007216446,0.0001530405,0.00003574204],"category_scores_gemma":[0.0004998599,0.0001146414,0.0000558511,0.0003263389,0.0003543496,0.0001902171,0.001941995,0.001193095,0.000007437382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002769322,"about_ca_system_score_gemma":0.00002858057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003419629,"about_ca_topic_score_gemma":0.000858875,"domain_scores_codex":[0.9987559,0.0003743666,0.0001701058,0.0003391742,0.0001815364,0.0001789229],"domain_scores_gemma":[0.9982819,0.0004434318,0.00008082174,0.0009968857,0.00009982516,0.00009713464],"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":[0.00001624344,0.0008623688,0.2623281,0.00003648706,0.00002755965,0.00002238484,0.001027397,0.000003402247,0.6394998,0.08881539,0.001275185,0.006085694],"study_design_scores_gemma":[0.0005573309,0.0001163717,0.9629329,0.0000513719,0.00006675067,0.00007035817,0.000134229,0.003398003,0.007613016,0.02089029,0.00374613,0.000423245],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935631,0.0005467242,0.00003911048,0.002515002,0.0003068868,0.000161858,0.00005694682,0.00008829961,0.002722042],"genre_scores_gemma":[0.9983093,0.0005337071,0.0001595467,0.0007413585,0.00002629818,0.000009648704,0.00006310569,0.000009034798,0.0001479854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7006048,"threshold_uncertainty_score":0.9990556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05637027549065558,"score_gpt":0.3010608438021928,"score_spread":0.2446905683115372,"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."}}