{"id":"W3165096067","doi":"10.1016/j.yebeh.2021.108032","title":"Mortality in tuberous sclerosis complex","year":2021,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Health Science Center, University of Tennessee; BC Children's Hospital; University of Alabama; University of Chicago; Tuberous Sclerosis Alliance","keywords":"Tuberous sclerosis; Epilepsy; Medicine; Pediatrics; Cause of death; Natural history; Internal medicine; Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003851785,0.0002706236,0.0006425381,0.0002012308,0.0001140115,0.00007043721,0.0002293943,0.0001659939,0.004914877],"category_scores_gemma":[0.0002070453,0.0002808097,0.000227512,0.000880909,0.0001974348,0.0001207984,0.0002466733,0.0006234298,0.0005084827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003756606,"about_ca_system_score_gemma":0.0003224101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009981443,"about_ca_topic_score_gemma":0.001294166,"domain_scores_codex":[0.9967026,0.0002117526,0.0006032264,0.0007138712,0.0008495162,0.0009190807],"domain_scores_gemma":[0.9980192,0.00009773118,0.00006353445,0.001094201,0.0002789582,0.0004464257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003786834,0.001284619,0.8329801,0.00002833379,0.00002418906,0.0008169353,0.0001292948,0.000003512058,0.1471772,0.0001211801,0.00184309,0.01555369],"study_design_scores_gemma":[0.001986427,0.0001446569,0.9858987,0.0001411055,0.0001173014,0.00023873,0.0001495805,0.00008545471,0.009589248,0.00002078693,0.001380395,0.0002475892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945248,0.0002958393,0.00002989681,0.0009252597,0.0001893136,0.0006753622,0.00005085736,0.0001489878,0.003159664],"genre_scores_gemma":[0.9949703,0.00007438962,0.00243801,0.0006607401,0.0001542123,0.0002609846,0.0001826017,0.00006497942,0.001193815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1529186,"threshold_uncertainty_score":0.9999644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.177323267493246,"score_gpt":0.3725185136750624,"score_spread":0.1951952461818165,"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."}}