{"id":"W4367316048","doi":"10.1192/bja.2023.19","title":"Managing epilepsy in people with intellectual disabilities – creating capable communities","year":2023,"lang":"en","type":"article","venue":"BJPsych Advances","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epilepsy; Intellectual disability; Quarter (Canadian coin); Psychiatry; Psychology; Population; Gerontology; Medicine; Environmental health; 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":[0.0002230486,0.0001640236,0.000314135,0.0002513673,0.0001781941,0.00003508677,0.000110694,0.0000286555,0.0003071954],"category_scores_gemma":[0.0002342243,0.0001201784,0.0000456557,0.0007121601,0.0001963719,0.0002085618,0.00005692573,0.0002240524,0.0001578996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009867134,"about_ca_system_score_gemma":0.00006890358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001116719,"about_ca_topic_score_gemma":0.007636726,"domain_scores_codex":[0.9987144,0.00007330949,0.0002043032,0.0002022687,0.0003038523,0.0005018985],"domain_scores_gemma":[0.9983009,0.001173697,0.00003285459,0.0003256508,0.00005261753,0.0001143536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005276488,0.0001943961,0.9660901,0.0002952523,0.0000579367,0.00005912478,0.01584535,0.0002895959,0.00002678625,0.0002786636,0.0005685543,0.01576659],"study_design_scores_gemma":[0.005710531,0.00341538,0.4246256,0.001885943,0.00006481074,0.0001421381,0.5332154,0.003330468,0.0007741256,0.00458912,0.02166893,0.0005775655],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620604,0.001499012,0.00006304557,0.001066987,0.00005802214,0.0005099655,0.00000931287,0.0001787766,0.03455448],"genre_scores_gemma":[0.9919045,0.002392192,0.0009087372,0.00006736301,0.00005736525,0.0002663434,0.00007970528,0.00002742232,0.004296364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5414645,"threshold_uncertainty_score":0.4900733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02978967035635579,"score_gpt":0.3259443852558446,"score_spread":0.2961547148994889,"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."}}