{"id":"W3131536648","doi":"10.1016/j.bpj.2020.11.2179","title":"Reaction-Diffusion Modeling to Assess what Limits Effective Acetylcholine Fluctuations at High Frequency Cholinergic Electroplaques","year":2021,"lang":"en","type":"article","venue":"Biophysical Journal","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Acetylcholine; Torpedo; Cholinergic; Acetylcholine receptor; Chemistry; Electric organ; Biophysics; Neuromuscular junction; Acetylcholinesterase; Neuroscience; Receptor; Endocrinology; Biology; 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":[0.0005538825,0.0006959179,0.0004665551,0.0001986019,0.0001909857,0.0005697406,0.000948061,0.0009642439,0.001137954],"category_scores_gemma":[0.001481808,0.0002425203,0.0005669643,0.0001615771,0.0002482313,0.0008827368,0.0002969738,0.0007842686,0.0003277143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004099075,"about_ca_system_score_gemma":0.0003720525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002097462,"about_ca_topic_score_gemma":0.001156655,"domain_scores_codex":[0.9998823,0.00003201932,0.000009383931,0.00003305923,0.00002678178,0.00001630738],"domain_scores_gemma":[0.9993893,0.0004376916,0.00004619474,0.0000364229,0.00006985708,0.0000205222],"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":[0.0002495658,0.0002458509,0.001487033,0.000258671,0.00008330636,0.0002323945,0.0001440069,0.6725152,0.2819453,0.03228173,0.0005457756,0.01001111],"study_design_scores_gemma":[0.000003607195,0.00001780442,0.00005164445,0.000001798627,0.000005725104,0.000008723682,0.000004159092,0.9897092,0.009510753,0.0005332058,0.0001501605,0.000003290141],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4471501,0.0009288501,0.540684,0.0008233237,0.00009241842,0.00009647149,0.0002602178,0.0005677611,0.009396767],"genre_scores_gemma":[0.9717739,0.0005069375,0.0233286,0.0001036918,0.00001537687,0.00007992471,0.0001238731,0.000059301,0.004008337],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002097462,"threshold_uncertainty_score":0.004170537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162553588714512,"score_gpt":0.2742106770561214,"score_spread":0.2579553181846702,"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."}}