{"id":"W4403601304","doi":"10.1016/j.pediatrneurol.2024.10.004","title":"Communication About Sudden Unexpected Death in Epilepsy: An Adaptation of the SPIKES Protocol","year":2024,"lang":"en","type":"article","venue":"Pediatric Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; Alberta Children's Hospital","funders":"National Institutes of Health; BAND foundation","keywords":"Epilepsy; Adaptation (eye); Psychology; Neuroscience; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002121087,0.00008978791,0.0001667065,0.0001719913,0.00003785114,0.00001024248,0.0001483365,0.00007898348,0.00005837375],"category_scores_gemma":[0.0001284412,0.00005910429,0.00005482732,0.0005074643,0.00005367799,0.00006550955,0.00005720638,0.0003198358,0.00001798361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002443513,"about_ca_system_score_gemma":0.0002141344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004187237,"about_ca_topic_score_gemma":0.0003210782,"domain_scores_codex":[0.9988271,0.0003274663,0.000261819,0.000206244,0.0001880728,0.0001892924],"domain_scores_gemma":[0.9991733,0.0002172947,0.00005754234,0.0004265414,0.00006222522,0.00006309699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003625505,0.0003496524,0.994717,0.0001457785,0.00001057002,0.00006196583,0.000355176,0.00003870529,0.0001613753,0.0008388399,0.0001718768,0.002786494],"study_design_scores_gemma":[0.001175814,0.001187941,0.9920394,0.00001538362,0.00005530225,0.00003565657,0.00002458933,0.003358264,0.0001706291,0.0006954215,0.001193588,0.00004798875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797367,0.0003901745,0.00002169982,0.002024669,0.00005976287,0.01704673,0.000006163451,0.00005333548,0.0006607466],"genre_scores_gemma":[0.9859528,0.0001540549,0.0001226885,0.0001097794,0.0001213285,0.01343206,0.00002054722,0.00001545084,0.00007130527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006216067,"threshold_uncertainty_score":0.2410203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03437564210385052,"score_gpt":0.3450292673156903,"score_spread":0.3106536252118398,"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."}}