{"id":"W2521948206","doi":"10.15844/pedneurbriefs-15-7-1","title":"Absence Epy Outcome and Response to Initial Therapy","year":2001,"lang":"en","type":"article","venue":"Pediatric Neurology Briefs","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Antiepileptic drug; Epilepsy; Health science; Psychology; Center (category theory); University hospital; Outcome (game theory); Medicine; Pediatrics; Psychiatry; Family medicine; Medical education; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003083313,0.0001409043,0.0002451264,0.0002260509,0.00007968493,0.00001328632,0.00007905085,0.0000901653,0.0001707533],"category_scores_gemma":[0.000417621,0.000113985,0.00004961253,0.0003077034,0.00007235557,0.00003967471,0.00006323437,0.0002637855,0.000224219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001452653,"about_ca_system_score_gemma":0.000113021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005787586,"about_ca_topic_score_gemma":0.00001004155,"domain_scores_codex":[0.998638,0.0001736958,0.0002075256,0.0003577199,0.0002122631,0.000410823],"domain_scores_gemma":[0.9987816,0.0004601453,0.00003331331,0.0002769239,0.00005526301,0.0003927757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01069407,0.0001558818,0.9795667,0.00000605738,0.00001572772,0.003469983,0.00007858095,6.250618e-7,0.0002845083,0.00001738576,0.001223409,0.004487053],"study_design_scores_gemma":[0.002759777,0.003779721,0.9764006,7.615924e-7,0.00002275965,0.0009974361,0.000003351685,0.000007077112,0.00004738834,0.00007534067,0.01581947,0.00008630541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753294,0.0005556,0.00002701729,0.0227108,0.0001300978,0.000426063,0.000006300304,0.00006580719,0.0007489264],"genre_scores_gemma":[0.9863327,0.001634604,0.0001104949,0.01070199,0.0004971814,0.00004636615,0.000003660675,0.00001951837,0.0006534401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01459606,"threshold_uncertainty_score":0.4648174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04148926029248508,"score_gpt":0.3567863126468397,"score_spread":0.3152970523543547,"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."}}