{"id":"W3093626132","doi":"10.1111/epi.16684","title":"Starting stiripentol in adults with Dravet syndrome? Watch for ammonia and carnitine","year":2020,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"Dravet Syndrome Foundation","keywords":"Dravet syndrome; Medicine; Carnitine; Encephalopathy; Epilepsy; Pediatrics; Population; Confidence interval; Internal medicine; Psychiatry","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":[0.0002515489,0.0001804394,0.0004152449,0.0003438028,0.0004222441,0.000326683,0.0001635893,0.0005394961,0.0008333533],"category_scores_gemma":[0.001281134,0.0001189326,0.0002916238,0.0003348632,0.0001901127,0.0003827541,0.0001485021,0.0005863749,0.0001295343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695641,"about_ca_system_score_gemma":0.0002418601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001567079,"about_ca_topic_score_gemma":0.003569094,"domain_scores_codex":[0.9998177,0.00003885013,0.00003437129,0.00003506905,0.00003532763,0.00003887081],"domain_scores_gemma":[0.9994192,0.0001680513,0.0002278283,0.00001342548,0.00003254593,0.0001389537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0004601595,0.0001015504,0.9718153,0.00003690572,0.00006190757,0.009474915,0.000161129,0.00008085171,0.001292362,0.000053554,0.0006203826,0.01584088],"study_design_scores_gemma":[0.0001415431,0.001389566,0.9072396,0.0002248508,0.0002074431,0.08342942,0.001068836,0.00152682,0.001581995,0.0002127069,0.002952541,0.00002476317],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993487,0.003608852,0.0002541161,0.0008782977,0.00004156148,0.0000174075,0.00007529782,0.00001971259,0.001617783],"genre_scores_gemma":[0.9980066,0.001025422,0.0002464753,0.0004186371,0.00007567927,0.000005501902,0.00006979504,0.000002640294,0.000149267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001567079,"threshold_uncertainty_score":0.003115892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02066519728204228,"score_gpt":0.2756805227693591,"score_spread":0.2550153254873168,"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."}}