{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001790678,0.0007124047,0.0006165897,0.000524596,0.0004270422,0.0001100102,0.0006712314,0.0007922357,0.00003571227],"category_scores_gemma":[0.004333884,0.0005612677,0.00005164078,0.0005631559,0.002400972,0.0001648391,0.0005033719,0.006273276,0.0000283407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000131134,"about_ca_system_score_gemma":0.0004446293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002032424,"about_ca_topic_score_gemma":0.0004339973,"domain_scores_codex":[0.9948744,0.000601773,0.0009406697,0.001395925,0.001641421,0.0005457826],"domain_scores_gemma":[0.9947838,0.004112106,0.0004472935,0.0003783738,0.000113315,0.0001651543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001321189,0.001216462,0.01239338,0.001693399,0.0002170308,0.007932889,0.01277788,0.00001241996,0.004013924,0.9514414,0.001834431,0.005145604],"study_design_scores_gemma":[0.0285717,0.008315813,0.1818208,0.03814265,0.0007798307,0.001561412,0.002334648,0.0009738504,0.009069791,0.2356897,0.4780312,0.01470862],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6929532,0.0006318186,0.00005420682,0.108499,0.003143004,0.01067793,0.001145714,0.0005499013,0.1823453],"genre_scores_gemma":[0.8860499,0.01075241,0.0001924197,0.08956397,0.00005587439,0.0001072377,0.0000858566,0.0002149488,0.01297733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7157517,"threshold_uncertainty_score":0.9996839,"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."}}