{"id":"W4241092837","doi":"10.1002/pdi.2191","title":"Sodium valproate","year":2018,"lang":"en","type":"article","venue":"Practical Diabetes","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anticonvulsant; Sodium channel; Pharmacology; Sodium channel blocker; Gabapentin; Carbamazepine; Epilepsy; Valproic Acid; Neuroscience; Sodium; Chemistry; Psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002211526,0.00009834109,0.0002109065,0.00002665736,0.000106651,0.00001879915,0.00003433793,0.00005570048,0.0009485923],"category_scores_gemma":[0.001676511,0.00006408765,0.00006067199,0.0001096448,0.0002725963,0.00009043086,0.00007642053,0.0001913084,0.001078738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001790862,"about_ca_system_score_gemma":0.00002438117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001562296,"about_ca_topic_score_gemma":3.379575e-7,"domain_scores_codex":[0.9991791,0.00004858226,0.0001148033,0.0001885475,0.0001604798,0.0003084734],"domain_scores_gemma":[0.9991484,0.0004468737,0.00003119427,0.0001108529,0.00009649778,0.0001661841],"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":[0.0009493692,0.003436639,0.1888058,0.0004167259,0.001268327,0.0002689015,0.0003214928,2.094037e-7,0.5410957,0.01206958,0.2028152,0.04855204],"study_design_scores_gemma":[0.002671469,0.004299498,0.2386879,0.00007628127,0.0006108605,0.00002283564,0.00004306102,0.002490048,0.4487075,0.00540748,0.296573,0.0004100451],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.920244,0.0001344537,0.00006241583,0.02250865,0.0002356394,0.000224678,0.000001977474,0.0001325031,0.05645564],"genre_scores_gemma":[0.9898216,0.00002716727,0.001527272,0.00741568,0.0006306826,0.00002192988,0.000001677452,0.00000918856,0.0005448367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0937578,"threshold_uncertainty_score":0.9999647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05450815433939449,"score_gpt":0.3874872174846296,"score_spread":0.3329790631452351,"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."}}