{"id":"W2727352756","doi":"10.1126/science.aam7731","title":"Help, hope, and hype: Ethical dimensions ofneuroprosthetics","year":2017,"lang":"en","type":"article","venue":"Science","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft; European Commission; Japan Agency for Medical Research and Development","keywords":"Accountability; Key (lock); Political science; Internet privacy; Engineering ethics; Public relations; Business; Psychology; Computer security; Computer science; Law; Engineering","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.000446985,0.00009064473,0.00008962305,0.00005752225,0.001550266,0.0006509593,0.001006181,0.00004939917,0.00000918866],"category_scores_gemma":[0.001794418,0.00006911527,0.00001858246,0.0001368472,0.002860724,0.0003350558,0.0007455789,0.0003084532,0.00006960707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008009687,"about_ca_system_score_gemma":0.00006644984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000633862,"about_ca_topic_score_gemma":0.000002607817,"domain_scores_codex":[0.9986265,0.00003771369,0.0001025822,0.0005178292,0.0004103721,0.0003050179],"domain_scores_gemma":[0.9989821,0.0001332128,0.00007151721,0.0006056324,0.00005062812,0.0001569653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003541884,0.00001998268,0.001024491,0.000003545562,2.202767e-7,0.0000255285,0.0002138558,0.000004232563,0.9849589,0.007272593,0.0002569442,0.006216126],"study_design_scores_gemma":[0.0002121727,0.0001637805,0.03599227,0.00003981797,0.000003345566,0.000174853,0.00002462174,0.003737153,0.9393856,0.003331637,0.01671598,0.0002187619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884429,0.00002259722,0.000105251,0.005704532,0.0006149698,0.00008432247,0.000003675411,0.00004889199,0.004972858],"genre_scores_gemma":[0.9960155,0.00003366439,0.0005528002,0.002689767,0.00003810417,0.000001689503,3.550468e-8,0.000005624729,0.0006627585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04557333,"threshold_uncertainty_score":0.9998529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04789278080049886,"score_gpt":0.3268925570998421,"score_spread":0.2789997762993432,"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."}}