{"id":"W3165240954","doi":"10.1002/hipo.23364","title":"Linking minimal and detailed models of <scp>CA1</scp> microcircuits reveals how theta rhythms emerge and their frequencies controlled","year":2021,"lang":"en","type":"article","venue":"Hippocampus","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; University of Toronto; University Health Network","funders":"","keywords":"Neuroscience; Theta rhythm; Leverage (statistics); Pyramidal cell; Rhythm; Inhibitory postsynaptic potential; Local field potential; Biological system; Computer science; Hippocampus; Physics; Biology; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002928251,0.000249317,0.0005347872,0.00008663874,0.0002019856,0.0001309928,0.0001246334,0.0001258089,0.000006086097],"category_scores_gemma":[0.000721201,0.0001940409,0.0001241482,0.00023615,0.0001913242,0.0002823655,0.0001248427,0.0001950002,0.000001734952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001635962,"about_ca_system_score_gemma":0.00005150709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003506692,"about_ca_topic_score_gemma":0.00002171432,"domain_scores_codex":[0.9983318,0.0002300224,0.000323784,0.000563908,0.000201472,0.0003489746],"domain_scores_gemma":[0.9983338,0.0009185869,0.0002494126,0.0002713942,0.0001203051,0.000106541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001989921,0.00003611731,0.001034532,0.00007253653,0.00002099784,0.00002987438,0.0006303472,0.00003469552,0.9908014,0.003168193,0.00005968049,0.004091729],"study_design_scores_gemma":[0.00960048,0.0005514552,0.007068755,0.0003974017,0.0001775117,0.001076515,0.001913343,0.07064751,0.6218532,0.2854075,0.000781736,0.0005245331],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946547,0.002170739,0.0006512412,0.0004280868,0.0003086225,0.0003318289,0.00004803095,0.00004789442,0.001358838],"genre_scores_gemma":[0.9968735,0.0009783731,0.000131031,0.0004672359,0.00006907262,0.00002157159,0.000006343306,0.00002703228,0.001425826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3689482,"threshold_uncertainty_score":0.7912758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823727246121701,"score_gpt":0.22444915784078,"score_spread":0.1962118853795629,"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."}}