{"id":"W2197517485","doi":"10.4208/aamm.10-m1052","title":"A Simplified Neuronal Model for the Instigation and Propagation of Cortical Spreading Depression","year":2011,"lang":"en","type":"article","venue":"Advances in Applied Mathematics and Mechanics","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Cortical spreading depression; Network model; Biological neuron model; Construct (python library); Neuroscience; Simple (philosophy); Physics; Computer science; Neuron; Psychology; 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":[0.0001634626,0.00007368051,0.0001015029,0.00003010277,0.00008613763,0.00001016832,0.00005890121,0.00003287016,7.787461e-7],"category_scores_gemma":[0.0001497091,0.00005016597,0.00001229972,0.00006502347,0.00003825594,0.00008922736,0.00004437925,0.00007045166,1.236023e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005310079,"about_ca_system_score_gemma":0.000007489356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.839176e-7,"about_ca_topic_score_gemma":0.000004466397,"domain_scores_codex":[0.9994467,0.000005481791,0.0001909847,0.000167349,0.00009501023,0.00009441708],"domain_scores_gemma":[0.9994615,0.0002979514,0.000115345,0.00008931082,0.00001274748,0.00002315098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003771777,0.00003369138,0.000003241555,0.00009922488,6.387858e-7,9.401013e-8,0.0003357856,0.0005838104,0.3437442,0.6392819,3.822128e-7,0.01587933],"study_design_scores_gemma":[0.0001706773,0.00002750226,0.00001020183,0.00001814247,0.000008255683,0.00000215458,0.00005386437,0.67146,0.07464571,0.2535564,0.000007030939,0.00004003571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1843962,0.00003936439,0.8145895,0.00001766066,0.00005840195,0.0005651134,0.000005298423,0.00001267278,0.0003157638],"genre_scores_gemma":[0.9703305,0.0003366008,0.02917644,0.00006532895,0.000006446353,0.00006995784,9.41095e-7,0.000008926448,0.000004889195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7859342,"threshold_uncertainty_score":0.2045709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04782432834680849,"score_gpt":0.267681848569558,"score_spread":0.2198575202227495,"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."}}