{"id":"W4406440136","doi":"10.1111/epi.18261","title":"Distinct peripheral pro‐inflammatory profile associated with tuberous sclerosis complex and epilepsy","year":2025,"lang":"en","type":"article","venue":"Epilepsia","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Montreal Heart Institute; Centre Hospitalier Universitaire de Sherbrooke; London Health Sciences Centre; Centre Hospitalier Universitaire Sainte-Justine; Université de Sherbrooke; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research; TSC Alliance","keywords":"Tuberous sclerosis; Epilepsy; Peripheral; Medicine; Neuroscience; Multiple sclerosis; Pathology; Psychology; Immunology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002002793,0.0002601634,0.0002821239,0.0005765642,0.000248429,0.0003161489,0.00008687088,0.0002480503,0.0016343],"category_scores_gemma":[0.0008094416,0.0001141888,0.0001323424,0.0005028539,0.0002271389,0.0002018977,0.0002680874,0.0002903535,0.0001588755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195689,"about_ca_system_score_gemma":0.0001390925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006505139,"about_ca_topic_score_gemma":0.0008041981,"domain_scores_codex":[0.9998237,0.00003687755,0.00002355522,0.000059638,0.00002826384,0.00002796686],"domain_scores_gemma":[0.999353,0.00008652505,0.000313322,0.00002803648,0.00007803108,0.0001411317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006946787,0.0001039471,0.9868572,0.00005220735,0.00005513075,0.001095282,0.0001671398,0.00002985667,0.008232928,0.00002128431,0.00006379404,0.0026266],"study_design_scores_gemma":[0.00000565533,0.0001841636,0.9964989,0.000006609222,0.00001583939,0.002788489,0.00009668119,0.00004749197,0.0002598007,0.00001760284,0.00007623593,0.00000237398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992324,0.0003250658,0.00006768673,0.00001197483,0.000002894506,0.000007066826,0.00008145811,0.000003158371,0.0002683359],"genre_scores_gemma":[0.9995345,0.0001090041,0.00009052234,0.00001479934,0.00001003481,0.000006917114,0.0001183911,0.000001109758,0.0001148966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0016343,"threshold_uncertainty_score":0.005467296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0447736758272038,"score_gpt":0.2884849503080135,"score_spread":0.2437112744808097,"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."}}