{"id":"W2143980758","doi":"10.1016/j.seizure.2009.09.007","title":"Risk factors for valproic acid resistance in childhood absence epilepsy","year":2009,"lang":"en","type":"article","venue":"Seizure","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Université de Sherbrooke; Centre Hospitalier Universitaire Sainte-Justine","funders":"Centre de recherche du CHU Sainte-Justine; Savoy Foundation","keywords":"Valproic Acid; Epilepsy; Medicine; Logistic regression; Childhood absence epilepsy; Pediatrics; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001679731,0.0001596779,0.0002692137,0.0001056919,0.00008536175,0.00001492084,0.00009609787,0.00009078882,0.00005377517],"category_scores_gemma":[0.0003663703,0.0001194611,0.0001158906,0.0002405607,0.00003288594,0.00006651419,0.00001069303,0.0002635694,0.00003658691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067147,"about_ca_system_score_gemma":0.000115264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003271931,"about_ca_topic_score_gemma":0.0001693666,"domain_scores_codex":[0.9987622,0.00003581534,0.0001940105,0.0003239676,0.0002526832,0.0004312773],"domain_scores_gemma":[0.9992533,0.00009385139,0.00005522084,0.000341772,0.00006008873,0.0001958035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001089842,0.001681094,0.9644299,0.0001178911,0.0001512081,0.0003205071,0.00251586,0.00000728317,0.001367195,0.001487869,0.01084942,0.01598196],"study_design_scores_gemma":[0.002554524,0.0008282043,0.9846933,0.0001314896,0.00003234172,0.000006392443,0.000155846,0.00001514564,0.003187069,0.005231104,0.003041859,0.0001226897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904421,0.002003095,0.0001368449,0.002275266,0.0000588602,0.001113746,0.0000801927,0.00006901311,0.003820894],"genre_scores_gemma":[0.9954351,0.0002726694,0.002214003,0.000215243,0.0001065785,0.00004573715,0.0000679347,0.00001538739,0.001627308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02026347,"threshold_uncertainty_score":0.487148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420115773346793,"score_gpt":0.291826937275485,"score_spread":0.2776257795420171,"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."}}