{"id":"W4388929318","doi":"10.1101/2023.11.22.568048","title":"Adolescent Thalamocortical Inhibition Alters Prefrontal Excitation-Inhibition Balance","year":2023,"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":"Columbia College","funders":"","keywords":"Prefrontal cortex; Excitatory postsynaptic potential; Neuroscience; Inhibitory postsynaptic potential; Nucleus accumbens; Thalamus; Psychology; Chemistry; Cognition; Central nervous system","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":[0.0001094663,0.0004870394,0.0003258571,0.0004245196,0.000171841,0.0005170957,0.0003997451,0.0003416774,0.001733245],"category_scores_gemma":[0.0002105074,0.0002240719,0.0002990786,0.0001144116,0.0004669293,0.0002761231,0.0003547118,0.001416105,0.0002524237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005258832,"about_ca_system_score_gemma":0.0003823193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001993791,"about_ca_topic_score_gemma":0.003360301,"domain_scores_codex":[0.9997929,0.00001238217,0.00001605073,0.00005977703,0.00006379133,0.00005518673],"domain_scores_gemma":[0.9995901,0.00003276502,0.0001826105,0.00002202422,0.00005485026,0.00011776],"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":[0.00007019257,0.0000287075,0.0007364366,0.00002276147,0.000006066905,0.00005639427,0.00002523327,0.00003279769,0.9979051,0.00009540309,0.00002907184,0.0009918483],"study_design_scores_gemma":[0.00001776609,0.0003938903,0.03153109,0.00002311362,0.00003649784,0.0002705819,0.0001366604,0.0007789102,0.9655066,0.0001387808,0.001155675,0.00001048756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943416,0.0006614176,0.00283141,0.0001166945,0.00003619818,0.00002501361,0.000551692,0.0001596769,0.001276208],"genre_scores_gemma":[0.9946015,0.0004054006,0.001618125,0.0000912492,0.000007350089,0.00005467676,0.0003249177,0.00008018551,0.002816607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001993791,"threshold_uncertainty_score":0.00579828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02898508389577577,"score_gpt":0.2363431548665899,"score_spread":0.2073580709708141,"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."}}