{"id":"W3009467698","doi":"10.1111/epi.16467","title":"Testing association of rare genetic variants with resistance to three common antiseizure medications","year":2020,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi; Université de Montréal","funders":"FP7 Health; NIHR Imperial Biomedical Research Centre; UCLH Biomedical Research Centre; Horizon 2020 Framework Programme; UCB Pharma; Deutsche Gesellschaft für Epileptologie; Universiteit Antwerpen; Fonds Wetenschappelijk Onderzoek; Robert Bosch Stiftung; Deutsche Forschungsgemeinschaft; Eberhard Karls Universität Tübingen; University College London Hospitals NHS Foundation Trust; Bundesministerium für Forschung und Technologie; European Commission; University College London; Genome Canada; National Institute for Health and Care Research; Canadian Institutes of Health Research; Epilepsy Society; Compute Canada; Université du Luxembourg","keywords":"Medicine; Association (psychology); Genetics; Genetic association; Biology; Psychology; Single-nucleotide polymorphism; Genotype; Gene","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":[0.0001303362,0.0001023366,0.000269328,0.00004882101,0.00007396763,0.00001049473,0.00009874316,0.00005434453,0.0001013968],"category_scores_gemma":[0.0006875743,0.00008067374,0.00003272908,0.0005540098,0.00002781882,0.00003675407,0.00003297762,0.0001501911,0.00007113721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009614981,"about_ca_system_score_gemma":0.0001841358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004018056,"about_ca_topic_score_gemma":0.0001838491,"domain_scores_codex":[0.9987596,0.00004748258,0.0002305679,0.0002271769,0.0005022439,0.000232874],"domain_scores_gemma":[0.9988728,0.00021156,0.0001242439,0.0002518317,0.0002207414,0.0003188844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002044792,0.0001125708,0.9860594,0.0001049004,0.0001264592,0.0001651711,0.0002934552,0.00001299451,0.002139475,0.0001240504,0.008055856,0.002601158],"study_design_scores_gemma":[0.001166051,0.0007189481,0.9952722,0.0002416444,0.0001137643,0.000009651511,0.00003978805,0.0002750409,0.0009212499,0.0000925331,0.001075197,0.00007396129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9483762,0.0004411806,0.003592797,0.03558271,0.00003690364,0.001082366,0.00007643615,0.0001026683,0.01070876],"genre_scores_gemma":[0.975069,0.00001381737,0.02382019,0.0005493078,0.0001056312,0.00004331614,0.00003520515,0.00001843217,0.0003450925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0350334,"threshold_uncertainty_score":0.328978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03007337732405993,"score_gpt":0.2903555845917389,"score_spread":0.260282207267679,"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."}}