{"id":"W4283784610","doi":"10.1101/2022.07.01.498486","title":"A biophysical minimal model to investigate age-related changes in CA1 pyramidal cell electrical activity","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Natural Sciences and Engineering Research Council of Canada","keywords":"Pyramidal cell; Neuroscience; Biophysics; Chemistry; Biology; Hippocampus","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003675589,0.0007578037,0.000742648,0.0008304454,0.0002426083,0.0002427504,0.001322153,0.0003725902,0.00002328215],"category_scores_gemma":[0.0006095062,0.0008579126,0.0001715492,0.002633686,0.0002424359,0.0002479831,0.001573095,0.002363148,0.00004353038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004895542,"about_ca_system_score_gemma":0.0005265732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005385968,"about_ca_topic_score_gemma":0.00000473104,"domain_scores_codex":[0.9949641,0.0002673008,0.0004724475,0.002201264,0.0008529479,0.001241947],"domain_scores_gemma":[0.9978546,0.0001624075,0.0002424258,0.001075542,0.00005053466,0.0006145285],"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":[0.00004864722,0.0002753319,0.000122877,0.000090413,0.000003568363,0.0006137332,0.00002440409,0.01029867,0.9880641,0.0004030663,0.00005315967,0.000002066469],"study_design_scores_gemma":[0.0003170705,0.0001520157,0.003807767,0.00005503127,0.00001894048,5.841274e-8,4.945558e-7,0.1365337,0.8579834,0.000004421393,0.0003357552,0.0007913915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965454,0.00002693782,0.0001248936,0.0007255408,0.0009036923,0.0009466077,0.0001458218,0.000556931,0.00002412531],"genre_scores_gemma":[0.9976104,0.00007035375,0.0004913522,0.001067165,0.0001237728,0.0004410147,9.863466e-8,0.0001610086,0.00003485016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1300807,"threshold_uncertainty_score":0.9999384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03174968474351612,"score_gpt":0.2390618560749017,"score_spread":0.2073121713313855,"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."}}