{"id":"W183088063","doi":"10.2165/00023210-200216080-00004","title":"Newer Antiepileptic Drugs in Bipolar Disorder","year":2002,"lang":"en","type":"review","venue":"CNS Drugs","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":191,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Lamotrigine; Topiramate; Gabapentin; Bipolar disorder; Adjunctive treatment; Carbamazepine; Medicine; Valproic Acid; Mood stabilizer; Mania; Tiagabine; Mood; Mood disorders; Psychiatry; Epilepsy; Internal medicine; Anxiety","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000171063,0.0007234898,0.002354753,0.0005704405,0.00007441769,0.00003440867,0.0002373962,0.0005289916,0.00113938],"category_scores_gemma":[0.00003503599,0.0005489822,0.0008242692,0.0008255508,0.0001045073,0.00007465028,0.0001042908,0.0008286863,0.002239988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002794872,"about_ca_system_score_gemma":0.0002456639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000202876,"about_ca_topic_score_gemma":0.00004817658,"domain_scores_codex":[0.9973397,0.0001419992,0.0007688666,0.0007222126,0.0003935071,0.0006337339],"domain_scores_gemma":[0.9985011,0.0001106933,0.0001925604,0.000910202,0.00004338525,0.000242123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004463947,0.0006834997,0.001655924,0.007461878,0.0002680276,0.00002801497,0.0005056097,6.082686e-8,3.287722e-8,0.00007691266,0.001126841,0.9881887],"study_design_scores_gemma":[0.001245294,0.0001030004,0.0004534565,0.007377934,0.00174334,0.00006899337,0.00007812228,0.000007212966,1.752032e-7,0.00002372311,0.9884332,0.0004654943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004360867,0.9881052,0.000005368056,0.0001392328,0.0003401506,0.00147677,0.00005178629,0.0001099101,0.009727914],"genre_scores_gemma":[0.0001636898,0.9899285,0.0001000845,0.0000750261,0.0002081256,0.0002027665,0.0003515765,0.0001617879,0.008808375],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9877232,"threshold_uncertainty_score":0.9997737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661121474131758,"score_gpt":0.306428633989374,"score_spread":0.2798174192480564,"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."}}