{"id":"W2102312102","doi":"10.17712/1658-3183.1635","title":"Benzodiazepines sensitivity testing. A pragmatic clinical approach to identify potentially useful GABAergic antiepileptic medications","year":2008,"lang":"en","type":"article","venue":"Neurosciences","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Medicine; Benzodiazepine; Epilepsy; Neurology; Electroencephalography; Pediatrics; Anesthesia; Psychiatry; Internal medicine; Receptor","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001077486,0.0001870658,0.0003997491,0.0002282413,0.0004739389,0.00006129149,0.0002127641,0.00006979067,0.00002058391],"category_scores_gemma":[0.003627873,0.0001385638,0.0001402734,0.001200007,0.000734126,0.0001858501,0.0001318267,0.0002859744,0.0001867375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002817684,"about_ca_system_score_gemma":0.0005344276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007562905,"about_ca_topic_score_gemma":0.00001344796,"domain_scores_codex":[0.9968955,0.0003365164,0.000491643,0.0007057746,0.001044231,0.0005263712],"domain_scores_gemma":[0.9977782,0.000675293,0.0001203806,0.0004864661,0.0002256591,0.000713944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006576807,0.003290481,0.9626608,0.0001030198,0.00005187592,0.00106117,0.000309318,0.00006497662,0.02223787,0.00009868654,0.004064769,0.005991241],"study_design_scores_gemma":[0.0006168648,0.0009852154,0.9928316,0.0000545199,0.00006947562,0.001053935,0.0000582734,0.00331907,0.0003162641,0.0000360298,0.0005256408,0.0001330838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897909,0.00006010614,0.001895729,0.002104091,0.0005360406,0.0008115059,0.00001528624,0.0001419724,0.004644434],"genre_scores_gemma":[0.9890212,0.0001234132,0.008727566,0.000958597,0.0002213441,0.0000615288,0.00001438535,0.00001578192,0.0008562171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0301708,"threshold_uncertainty_score":0.5650468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1288827025606485,"score_gpt":0.4005055080341124,"score_spread":0.2716228054734638,"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."}}