{"id":"W3014451241","doi":"10.1016/bs.dnb.2020.03.010","title":"A view on incidental findings and adverse events associated with neurowearables in the consumer marketplace","year":2020,"lang":"en","type":"book-chapter","venue":"Developments in neuroethics and bioethics","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; NeuroDevNet","funders":"","keywords":"Business; Process (computing); Marketing; Adverse effect; Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004746215,0.0006668282,0.0006134894,0.002264618,0.001962244,0.007652643,0.002044449,0.01607339,0.01072306],"category_scores_gemma":[0.01737594,0.0004661777,0.0005998079,0.001032184,0.01100468,0.01389588,0.002933221,0.01325688,0.002121531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002197176,"about_ca_system_score_gemma":0.002726657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003327826,"about_ca_topic_score_gemma":0.005437029,"domain_scores_codex":[0.9976291,0.001057814,0.0001003747,0.0002636224,0.0007935448,0.0001555463],"domain_scores_gemma":[0.9806506,0.01669984,0.0006819441,0.0003792084,0.001135231,0.0004532478],"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":[0.00005118799,0.00005044979,0.0008716771,0.0002889391,0.00001321858,0.003036113,0.002058357,0.0002259356,0.0003822646,0.5668027,0.3212902,0.1049288],"study_design_scores_gemma":[0.0000132894,0.00006394742,0.0009174229,0.002038423,0.00001873355,0.0065453,0.002171966,0.0003884339,0.0002478544,0.2048497,0.7827027,0.00004223974],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003148075,0.2034634,0.01049402,0.4801277,0.024697,0.00005712084,0.0001771994,0.0001560033,0.2776795],"genre_scores_gemma":[0.08246182,0.2071067,0.00976165,0.3702768,0.07247933,0.0002151203,0.000206434,0.0002172369,0.2572749],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01607339,"threshold_uncertainty_score":0.03587216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051920436157547,"score_gpt":0.3147619309586064,"score_spread":0.2095698873428517,"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."}}