{"id":"W2094902902","doi":"10.1016/j.ces.2009.01.027","title":"Effect of choline and acetate substrates on bifurcation and chaotic behavior of acetylcholine neurocycle and Alzheimer's and Parkinson's diseases","year":2009,"lang":"en","type":"article","venue":"Chemical Engineering Science","topic":"Photoreceptor and optogenetics research","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Acetylcholine; Choline; Bifurcation; Cholinergic; Chaotic; Neuroscience; Chemistry; Cholinergic neuron; Acetylcholine receptor; Biophysics; Biology; Endocrinology; Receptor; Biochemistry; Computer science; Physics; Nonlinear system; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001660687,0.0001119819,0.0001580494,0.0001071942,0.00004362122,0.00003616164,0.000123438,0.00002884858,9.763371e-7],"category_scores_gemma":[0.0005078973,0.00009365378,0.00001201061,0.0002744559,0.0005333287,0.0001162535,0.00006420926,0.0000945638,1.291451e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005899729,"about_ca_system_score_gemma":0.00001137666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001847872,"about_ca_topic_score_gemma":3.463728e-8,"domain_scores_codex":[0.9991027,0.00001433148,0.000120836,0.0003307044,0.0002368001,0.000194603],"domain_scores_gemma":[0.9994184,0.0002211819,0.0000343453,0.0001184297,0.0000231763,0.0001844696],"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":[0.00002923128,0.00002721948,0.001706648,0.00004050649,8.933126e-7,0.000001038757,0.00004040288,0.0000781885,0.9911999,0.00002757852,3.637202e-7,0.006848023],"study_design_scores_gemma":[0.000309986,0.0002600529,0.04414702,0.00002869285,0.00001983139,0.00001140808,0.000001056422,0.01383121,0.9412999,0.000008146326,0.00000566408,0.00007699494],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990956,0.0006354065,0.000008266403,0.00004019716,0.00002222081,0.0001613689,0.00001127923,0.00001631098,0.000009375545],"genre_scores_gemma":[0.9995466,0.0003156847,0.00009826828,0.00001453998,0.00001118571,0.000006138448,6.855576e-7,0.000005775887,0.000001142644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04989997,"threshold_uncertainty_score":0.381909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710069531946319,"score_gpt":0.2929938686282685,"score_spread":0.2758931733088054,"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."}}