{"id":"W4406627930","doi":"10.1136/jmg-2024-110388","title":"Under-recognised neurocognitive deficits in adults and adolescents with tuberous sclerosis complex","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Genetics","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Centre Hospitalier de l’Université de Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke; Université de Montréal","funders":"","keywords":"Tuberous sclerosis; Neurocognitive; Medicine; Psychology; Developmental psychology; Clinical psychology; Psychiatry; Cognition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009428881,0.000248957,0.0003970691,0.001335323,0.0003536836,0.0008686607,0.0003256584,0.0005937418,0.001209583],"category_scores_gemma":[0.006689209,0.0002163012,0.0002858432,0.0009943169,0.0004571328,0.000665986,0.0005597034,0.0007244843,0.000149348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003476662,"about_ca_system_score_gemma":0.000326339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005640232,"about_ca_topic_score_gemma":0.006686812,"domain_scores_codex":[0.9991801,0.0002011042,0.0001288748,0.0001649491,0.0002324958,0.00009242649],"domain_scores_gemma":[0.9961591,0.0008289924,0.002184728,0.00007324077,0.0004151707,0.0003388176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001437719,0.00001429486,0.9987388,0.00001115371,0.000010758,0.0001189611,0.0001633206,0.00001346706,0.00004034803,0.000006672117,0.00005021542,0.0008176206],"study_design_scores_gemma":[0.000002050564,0.00005042449,0.9984889,0.00001536337,0.00001051108,0.0009437827,0.0003080017,0.00006791318,0.00002609323,0.00001948077,0.00006542194,0.000001968868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989967,0.000396072,0.00003172768,0.00006406901,0.000005081356,0.00001043865,0.00012835,0.000002634041,0.0003648505],"genre_scores_gemma":[0.9996495,0.0001287227,0.00004634043,0.00003277447,0.000005981439,0.000007227251,0.00009082643,8.116123e-7,0.0000377252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005640232,"threshold_uncertainty_score":0.01121479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05397683327374806,"score_gpt":0.3218871820400949,"score_spread":0.2679103487663468,"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."}}