{"id":"W4322758984","doi":"10.1111/epi.17566","title":"From basic sciences and engineering to epileptology: A translational approach","year":2023,"lang":"en","type":"article","venue":"Epilepsia","topic":"Ferroelectric and Negative Capacitance Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Medical Research Council; National Science Foundation; Epilepsy Society; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Bern; Wyss Center for Bio and Neuroengineering; American Epilepsy Society; Wellcome Trust; Citizens United for Research in Epilepsy; Inselspital, Universitätsspital Bern; Institut de Valorisation des Données; Alliance for Epilepsy Research","keywords":"Translational research; Data science; Neuroscience; Basic research; Neuroinformatics; Computer science; Engineering ethics; Medicine; Psychology; Engineering; Pathology","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":[0.01524831,0.001089673,0.001289218,0.002789762,0.001580333,0.007656786,0.001580287,0.00429183,0.007746794],"category_scores_gemma":[0.01084684,0.0003736581,0.0007358414,0.001702781,0.01484007,0.01073637,0.008328284,0.008602077,0.001854417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003016333,"about_ca_system_score_gemma":0.009395554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008151671,"about_ca_topic_score_gemma":0.0008842477,"domain_scores_codex":[0.9964997,0.001963866,0.0002548864,0.0003441413,0.0006716856,0.0002657758],"domain_scores_gemma":[0.9886836,0.006763243,0.0005772415,0.001342205,0.001264208,0.001369418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002417579,0.0009165838,0.001820151,0.003671085,0.0001100028,0.0005484176,0.003789574,0.0009381643,0.005929596,0.622955,0.0354609,0.3236188],"study_design_scores_gemma":[0.0001387279,0.001228087,0.002209814,0.004832463,0.00007740236,0.001124373,0.006698259,0.001295474,0.003117745,0.6254144,0.3537865,0.0000767716],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0140062,0.3247285,0.08733054,0.4926348,0.01718736,0.0004504315,0.0003122127,0.0005702971,0.06277974],"genre_scores_gemma":[0.2540801,0.5102876,0.1109672,0.08918545,0.02239621,0.001161499,0.0004709483,0.0002769702,0.01117396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01524831,"threshold_uncertainty_score":0.08064175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893003550960878,"score_gpt":0.2285578617694188,"score_spread":0.2096278262598101,"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."}}