{"id":"W2567650784","doi":"","title":"Recent Biochemical Developments in Epilepsy: Case Study of Glutamate and GABA","year":2016,"lang":"en","type":"article","venue":"","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Epilepsy; Epileptogenesis; Neuroscience; Glutamate receptor; Medicine; Psychiatry; Psychology; Internal medicine; Receptor","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":[0.000462321,0.003074751,0.001697697,0.005445175,0.00393194,0.001873922,0.002340517,0.006464365,0.003166196],"category_scores_gemma":[0.002490473,0.001340267,0.002754756,0.00377652,0.002624687,0.003457992,0.003263911,0.006389344,0.001521936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002715125,"about_ca_system_score_gemma":0.001396096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008959142,"about_ca_topic_score_gemma":0.01270763,"domain_scores_codex":[0.9989293,0.0001258775,0.0001394124,0.000287069,0.00018918,0.0003291049],"domain_scores_gemma":[0.9987547,0.000225343,0.0002969805,0.00007386863,0.0001209365,0.0005280852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001201006,0.00003854464,0.001466124,0.0000332499,0.00001065946,0.996466,0.0002398078,0.0000414672,0.0002243518,0.0001686299,0.0003284027,0.000970793],"study_design_scores_gemma":[0.00000510243,0.00002512905,0.001469362,0.0000228124,0.00001858502,0.9971195,0.0001732386,0.00008802115,0.0001202262,0.0002082949,0.0007362096,0.00001346661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8636621,0.04976396,0.0107904,0.02416907,0.002820824,0.0007921919,0.0008687017,0.0003137043,0.04681911],"genre_scores_gemma":[0.974674,0.01013992,0.002849251,0.004999068,0.002079367,0.00007540637,0.0001754987,0.00006617149,0.004941362],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008959142,"threshold_uncertainty_score":0.01969969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03727427582298563,"score_gpt":0.3334789014164656,"score_spread":0.29620462559348,"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."}}