{"id":"W2982319767","doi":"10.1101/823559","title":"A functional spiking-neuron model of activity-silent working memory in humans based on calcium-mediated short-term synaptic plasticity","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Facilitation; Neuroscience; Synaptic plasticity; Stimulus (psychology); Computer science; Neural facilitation; Calcium imaging; ENCODE; Neuron; Working memory; Psychology; Cognitive psychology; Calcium; Biology; Excitatory postsynaptic potential; Cognition; Chemistry; Inhibitory postsynaptic potential","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":[0.0002721481,0.000357572,0.0005421911,0.0002401897,0.0003466939,0.0005978329,0.001455301,0.001193104,0.002414733],"category_scores_gemma":[0.0003902053,0.0002224208,0.0009172597,0.0001859782,0.0006758348,0.0008834053,0.000400233,0.0005353936,0.0003122712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000667506,"about_ca_system_score_gemma":0.0005943477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005787353,"about_ca_topic_score_gemma":0.003215081,"domain_scores_codex":[0.9999075,0.00002038857,0.000005757401,0.00002932059,0.00001717427,0.00001991482],"domain_scores_gemma":[0.9998797,0.0000329902,0.00001950333,0.00001328197,0.00002846861,0.0000259795],"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":[0.0001383353,0.0001043657,0.002909971,0.0000885694,0.0001169517,0.001004434,0.0002785553,0.8669644,0.02924799,0.09105363,0.0009379931,0.007154724],"study_design_scores_gemma":[0.00001409879,0.00002431398,0.0003048904,0.000002951531,0.00001160772,0.00005884597,0.00001239689,0.9895607,0.0003381061,0.009442939,0.0002220847,0.000007089685],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4158128,0.0005744577,0.5552371,0.001703044,0.0001890078,0.00008636162,0.0003526504,0.0003913048,0.02565326],"genre_scores_gemma":[0.9859228,0.0001682299,0.008760569,0.00007146241,0.00002260542,0.0000775899,0.00003907301,0.0000200183,0.004917604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005787353,"threshold_uncertainty_score":0.01150733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05069480864655609,"score_gpt":0.2398459541565557,"score_spread":0.1891511455099996,"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."}}