{"id":"W4400729215","doi":"10.1080/21507740.2024.2365132","title":"Neglected Stakeholder Perspectives in Qualitative Neural Implant Research","year":2024,"lang":"en","type":"letter","venue":"AJOB Neuroscience","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Stakeholder; Psychology; Brain implant; Qualitative research; Engineering ethics; Neuroscience; Sociology; Political science; Public relations; Engineering; Social 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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006845293,0.0003949929,0.0006949393,0.001515768,0.0002322635,0.0003290595,0.001247875,0.001264894,0.0001011166],"category_scores_gemma":[0.05400823,0.0003195554,0.0001908325,0.003759562,0.003530014,0.000177635,0.000838274,0.03530182,0.0002797101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005297406,"about_ca_system_score_gemma":0.002283578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004577799,"about_ca_topic_score_gemma":0.0002310413,"domain_scores_codex":[0.9876095,0.0022668,0.000781049,0.002316506,0.005310126,0.001716004],"domain_scores_gemma":[0.9723084,0.02476574,0.0001036223,0.001297825,0.001238609,0.0002858132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001062981,0.0001600538,0.0001091819,0.0008845153,0.00001199244,0.01946821,0.01575682,0.00000222017,0.007175241,0.002903848,0.9532306,0.0001909868],"study_design_scores_gemma":[0.002663596,0.00767479,0.01542482,0.005873651,0.0001197623,0.001991748,0.02557349,0.002094189,0.0009877734,0.1403099,0.7952808,0.002005579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02928031,0.0008519057,0.000008754042,0.9608065,0.001308957,0.001120093,0.00008965876,0.0001394118,0.006394348],"genre_scores_gemma":[0.1988187,0.001277869,0.0001715181,0.7279484,0.002549275,0.0002266456,0.00004938509,0.0001966807,0.06876162],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2328582,"threshold_uncertainty_score":0.9999257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8647311652190433,"score_gpt":0.6726395041019054,"score_spread":0.1920916611171378,"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."}}