{"id":"W3078688141","doi":"10.1017/cjn.2020.174","title":"Retention Rate and Efficacy of Perampanel with a Slow Titration Schedule in Adults","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Discontinuation; Perampanel; Medicine; Epilepsy; Concomitant; Pediatrics; Anesthesia; Retrospective cohort study; Antiepileptic drug; Surgery; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001331314,0.0001449028,0.000469103,0.0002902051,0.0001679324,0.0002791377,0.0002558898,0.0002422248,0.001273759],"category_scores_gemma":[0.004996679,0.00009658133,0.0002872265,0.000376783,0.0001798292,0.0004762126,0.0002229263,0.0002965729,0.000373164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003144092,"about_ca_system_score_gemma":0.0003381375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008711535,"about_ca_topic_score_gemma":0.000688737,"domain_scores_codex":[0.9994572,0.0001283952,0.0001066466,0.00008376363,0.0001687788,0.00005524144],"domain_scores_gemma":[0.9973987,0.0005814987,0.001463052,0.0001892354,0.0001730019,0.0001944788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01216993,0.001393802,0.8286415,0.0002856635,0.0001639152,0.001216173,0.0007462496,0.0005686536,0.01086567,0.0001246384,0.001092164,0.1427316],"study_design_scores_gemma":[0.001283147,0.04054812,0.9354329,0.0001041765,0.0002307855,0.01090598,0.0002765528,0.002195503,0.005804759,0.00009361216,0.003096895,0.00002758959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997914,0.001035791,0.0002935805,0.00005269163,0.000005077398,0.0000440644,0.0001477118,0.0000147853,0.0004921737],"genre_scores_gemma":[0.9988012,0.0003843008,0.0002386278,0.00006551603,0.00001977499,0.000029726,0.0002712344,0.000005532506,0.0001840538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9991288,"threshold_uncertainty_score":0.007040739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04542930091771654,"score_gpt":0.2815933039060914,"score_spread":0.2361640029883749,"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."}}