{"id":"W2090922081","doi":"10.1017/s0317167100006107","title":"Treating Newly Diagnosed Epilepsy: The Canadian Choice","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Epilepsy; Lorazepam; Status epilepticus; Lamotrigine; Medicine; Juvenile myoclonic epilepsy; Carbamazepine; Phenytoin; Pediatrics; Epilepsy syndromes; Idiopathic generalized epilepsy; Subspecialty; Levetiracetam; Psychiatry; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002008091,0.0001306151,0.0001894448,0.0006437433,0.005127909,0.001749127,0.0006591741,0.001052103,0.008479203],"category_scores_gemma":[0.008283666,0.00020948,0.0002215687,0.002185303,0.002038068,0.0009141284,0.0009450242,0.001659195,0.0003600861],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03357929,"about_ca_system_score_gemma":0.08297946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9595498,"about_ca_topic_score_gemma":0.9847664,"domain_scores_codex":[0.9976848,0.0003481703,0.00009562686,0.0001496526,0.001110245,0.000611515],"domain_scores_gemma":[0.9897743,0.001242658,0.0008682259,0.0001248303,0.003309172,0.004680845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002330133,0.0002043627,0.3754364,0.0006981549,0.0000485432,0.002894761,0.02299732,0.000398184,0.0008219719,0.0127526,0.377795,0.2057196],"study_design_scores_gemma":[0.0001364416,0.0001490638,0.4123965,0.00150261,0.00005334949,0.003173823,0.04960693,0.0005817225,0.0002035032,0.002097159,0.5299813,0.0001176694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3556876,0.02571634,0.0005896995,0.4731179,0.001758635,0.0001585267,0.001414876,0.00003328216,0.141523],"genre_scores_gemma":[0.90919,0.02157171,0.001227245,0.05501893,0.0003696076,0.00003263685,0.0003257891,0.00002369322,0.01224049],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9664207,"threshold_uncertainty_score":0.243636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04830629082109075,"score_gpt":0.3198348839317788,"score_spread":0.271528593110688,"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."}}