{"id":"W3093575641","doi":"10.1101/2020.10.25.353888","title":"MRS-measured Glutamate versus GABA reflects excitatory versus inhibitory neural activities in awake mice","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Excitatory postsynaptic potential; Inhibitory postsynaptic potential; Glutamate receptor; Neuroscience; Dravet syndrome; Neurochemical; Chemistry; Epilepsy; Biology; Receptor; Biochemistry","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":[0.0003637061,0.0007212971,0.0004423778,0.0008344206,0.0002232169,0.0003697803,0.0003377908,0.0004926355,0.001693348],"category_scores_gemma":[0.0001937018,0.0002678559,0.0003442467,0.0002290498,0.0006962237,0.0003989843,0.0003468784,0.001037969,0.0003496997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002921968,"about_ca_system_score_gemma":0.000187166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006725634,"about_ca_topic_score_gemma":0.001561329,"domain_scores_codex":[0.9997788,0.00002574524,0.0000235607,0.00007911864,0.00004767328,0.00004504804],"domain_scores_gemma":[0.999675,0.00003370315,0.0001297747,0.00003766548,0.00003533717,0.0000884876],"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":[0.0001195971,0.00001446037,0.0001080802,0.000009498365,0.00000423313,0.00002441757,0.00001238197,0.00001460768,0.9993855,0.00003444202,0.00001401889,0.0002586941],"study_design_scores_gemma":[0.00002542759,0.0004583018,0.007289766,0.000005780508,0.00002532099,0.0002112325,0.0000756826,0.0005382143,0.9908364,0.00008842262,0.0004354537,0.00001003897],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901417,0.0003402315,0.006969041,0.0001217188,0.00003309847,0.00003547259,0.001358514,0.0002247442,0.0007755769],"genre_scores_gemma":[0.9797077,0.000672447,0.01302593,0.00016532,0.00002272194,0.0001641302,0.001382085,0.0002121495,0.004647426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001693348,"threshold_uncertainty_score":0.005664766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08512341540572246,"score_gpt":0.3163319010391941,"score_spread":0.2312084856334716,"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."}}