{"id":"W2096918198","doi":"10.1212/01.wnl.0000349653.30398.e8","title":"CLINICAL CONSEQUENCES OF GENERIC SUBSTITUTION OF LAMOTRIGINE FOR PATIENTS WITH EPILEPSY","year":2009,"lang":"en","type":"letter","venue":"Neurology","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lamotrigine; Epilepsy; Substitution (logic); Medicine; Clinical neurology; Psychiatry; Psychology; Neuroscience; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002580923,0.0001893243,0.0009664024,0.000219736,0.00002262158,0.000006869034,0.0002866056,0.0005782798,0.00008055937],"category_scores_gemma":[0.0001112623,0.000190478,0.0002066673,0.00009538696,0.0004701189,0.00005041547,0.00002442844,0.0005433676,0.00002615088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001368982,"about_ca_system_score_gemma":0.00006323382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000052213,"about_ca_topic_score_gemma":0.000004571221,"domain_scores_codex":[0.9980478,0.00003909278,0.001153248,0.0004397086,0.00002522709,0.0002949833],"domain_scores_gemma":[0.9981253,0.000300528,0.001154154,0.0002956582,0.00007732031,0.00004705174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001401242,0.0006143333,0.5613801,0.0005615036,0.0004178676,0.00002638615,0.00002754095,0.0001836035,0.000009298685,0.08730576,0.3454356,0.002636707],"study_design_scores_gemma":[0.001485919,0.002301119,0.03332271,0.000007562452,0.00003242789,0.000003008618,4.121268e-8,0.0002332323,0.00002049801,0.01403325,0.9483601,0.0002001817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7559682,0.000809714,0.0004671887,0.2343457,0.00156184,0.0009184125,0.002308999,0.00002224933,0.003597653],"genre_scores_gemma":[0.4708506,0.000681463,0.000540278,0.5262509,0.001189301,0.00003188365,0.0003430437,0.00004025787,0.00007225576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6029244,"threshold_uncertainty_score":0.7767466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07985443588549204,"score_gpt":0.3069363065674907,"score_spread":0.2270818706819987,"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."}}