{"id":"W2158155037","doi":"10.1111/j.1535-7511.2009.01316.x","title":"Vigabatrin's Complicated Journey—To be or Not to Be?","year":2009,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vigabatrin; Pediatrics; Medicine; Epilepsy; Visual field; Anesthesia; Anticonvulsant; Ophthalmology; Psychiatry","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0009362195,0.002986278,0.004106197,0.002765752,0.0007190874,0.0004848383,0.00251825,0.001893187,0.004530493],"category_scores_gemma":[0.0013259,0.002468243,0.001599859,0.003050302,0.0003357952,0.0003723037,0.001058766,0.007980168,0.009486122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001905018,"about_ca_system_score_gemma":0.001359442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001816109,"about_ca_topic_score_gemma":0.00006164079,"domain_scores_codex":[0.982315,0.0007307698,0.002802663,0.0041102,0.005346727,0.004694652],"domain_scores_gemma":[0.9888959,0.0006410709,0.0007890468,0.00412352,0.001285208,0.004265255],"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":[0.00271448,0.002756231,0.007969549,0.0008685248,0.001016157,0.003085823,0.000516683,0.000007845843,0.0001629178,0.00001736089,0.9421252,0.03875921],"study_design_scores_gemma":[0.007424839,0.00510954,0.01808688,0.002539759,0.0009888147,0.0004567621,0.0000790195,0.00006252546,0.0007107235,0.00005664263,0.9621943,0.002290225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04766776,0.001112762,0.0003266492,0.9217898,0.006819503,0.01160093,0.00531494,0.001141406,0.00422627],"genre_scores_gemma":[0.03464091,0.001631125,0.002241428,0.9053653,0.01296366,0.001726428,0.01663291,0.0008876147,0.02391061],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03646898,"threshold_uncertainty_score":0.9994026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1363563480696364,"score_gpt":0.3996497431606948,"score_spread":0.2632933950910584,"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."}}