{"id":"W4225927989","doi":"","title":"Influencing discussions and use of neuroadvancements as professionals and citizens: Perspectives of Canadian speech-language pathologists and audiologists","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroethics; Thematic analysis; Lifelong learning; Psychology; Engineering ethics; Pedagogy; Medical education; Public relations; Political science; Sociology; Neuroscience; Medicine; Qualitative research; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05997343,0.0007713381,0.0008257016,0.003718842,0.06123729,0.01983967,0.004420867,0.01545917,0.005780381],"category_scores_gemma":[0.112765,0.001140628,0.001027212,0.003033184,0.02978389,0.007010557,0.01717487,0.02169088,0.0005810958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05014727,"about_ca_system_score_gemma":0.1128242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6318938,"about_ca_topic_score_gemma":0.6842265,"domain_scores_codex":[0.9075588,0.0538887,0.002487085,0.002591443,0.01464062,0.01883329],"domain_scores_gemma":[0.7650433,0.1057451,0.01902718,0.003559526,0.03980016,0.06682475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005231192,0.00004941056,0.006465331,0.00006736896,0.00001327094,0.00076095,0.9732324,0.00003474093,0.0002866037,0.0022649,0.009130351,0.007642216],"study_design_scores_gemma":[0.00001578801,0.00003834444,0.00275038,0.0002321643,0.0000126742,0.0002075919,0.9367948,0.00004173434,0.0001341617,0.0007701645,0.05893045,0.00007175218],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5192829,0.005568212,0.001452538,0.4056246,0.002894235,0.0002721597,0.0001997572,0.000110258,0.06459536],"genre_scores_gemma":[0.9457517,0.001691703,0.0007419053,0.04246515,0.0004059324,0.00009280996,0.00005304816,0.00007992666,0.008717705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3681062,"threshold_uncertainty_score":0.7405482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1187645054051832,"score_gpt":0.3840633232437113,"score_spread":0.2652988178385282,"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."}}