{"id":"W2509532991","doi":"10.1186/s12883-016-0663-7","title":"Comparative effectiveness of levetiracetam, valproate and carbamazepine among elderly patients with newly diagnosed epilepsy: subgroup analysis of the randomized, unblinded KOMET study","year":2016,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"UCB Pharma","keywords":"Medicine; Levetiracetam; Carbamazepine; Tolerability; Hazard ratio; Subgroup analysis; Randomized controlled trial; Lamotrigine; Internal medicine; Epilepsy; Confidence interval; Clinical endpoint; Anesthesia; Pediatrics; Adverse effect; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008506252,0.0002237477,0.001769104,0.0003031184,0.00005015991,0.000004894096,0.0001354233,0.00007343331,0.0000273779],"category_scores_gemma":[0.0004662682,0.00009880132,0.0002367091,0.0007820148,0.0007713136,0.00005470939,0.0000944671,0.0001508845,0.000001306854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001912168,"about_ca_system_score_gemma":0.00008250419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003838801,"about_ca_topic_score_gemma":0.001047395,"domain_scores_codex":[0.9957256,0.002719525,0.000430266,0.0004359207,0.0004100134,0.0002786492],"domain_scores_gemma":[0.9947574,0.003941354,0.00032384,0.0005294178,0.0003220456,0.0001259996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1130529,0.001505766,0.8813756,0.0000628893,0.003116273,0.00002039387,0.0002531174,0.00003799914,0.0002999167,0.00002753217,0.000002648352,0.0002450368],"study_design_scores_gemma":[0.1822673,0.006590715,0.8074051,0.0000427986,0.002584466,0.000001469054,0.00002284196,0.00008003011,0.000902691,0.00003247578,0.000001111514,0.0000689491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957743,0.00008586765,0.0001953761,0.0000976431,0.0000436183,0.003692281,0.00004461526,0.0000125795,0.00005370508],"genre_scores_gemma":[0.9995676,0.00002515636,0.00004164495,0.00002181771,0.000009754262,0.0002735096,0.00001552122,0.00001563038,0.00002942618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07397043,"threshold_uncertainty_score":0.4029001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01972224576472653,"score_gpt":0.2858116643880719,"score_spread":0.2660894186233454,"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."}}