{"id":"W3036561983","doi":"10.1007/s11013-020-09679-1","title":"Authentic Self and Last Resort: International Perceptions of Psychiatric Neurosurgery","year":2020,"lang":"en","type":"article","venue":"Culture Medicine and Psychiatry","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; Université de Montréal; Montreal Clinical Research Institute; McGill University; University of British Columbia","funders":"Bundesministerium für Bildung und Forschung; ERA-Net NEURON","keywords":"Neurosurgery; Psychosurgery; Mental health; Neuroethics; Psychological intervention; Focus group; Psychiatry; Psychology; Perception; Medicine; Sociology; Neuroscience","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":[0.01008738,0.0004983299,0.0004293693,0.002257962,0.01152998,0.009008268,0.001032947,0.002364892,0.004073028],"category_scores_gemma":[0.01913161,0.0003254904,0.0004469084,0.001367382,0.01678451,0.005368944,0.009890846,0.008524274,0.0003272172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005018573,"about_ca_system_score_gemma":0.006562766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097083,"about_ca_topic_score_gemma":0.01397002,"domain_scores_codex":[0.9924855,0.00429881,0.0003511281,0.0002887835,0.0009611002,0.001614746],"domain_scores_gemma":[0.9822596,0.005415258,0.002950995,0.0004206379,0.002193479,0.006759919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009251498,0.00007043876,0.0174344,0.00006302827,0.00002382207,0.0004338477,0.9588777,0.0000480769,0.0004518346,0.01173639,0.001922974,0.008844983],"study_design_scores_gemma":[0.000007167912,0.00005722909,0.006118226,0.0001065573,0.000007393507,0.0003533651,0.9811322,0.00003967111,0.0000892281,0.00103516,0.01102832,0.00002550236],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9304031,0.002121922,0.0007883334,0.02055632,0.0006396684,0.00004159099,0.00002951792,0.00001649831,0.0454031],"genre_scores_gemma":[0.9968731,0.0004565603,0.00009422365,0.00133744,0.00005755839,0.000007218575,0.000009024975,0.00001172921,0.001153215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01152998,"threshold_uncertainty_score":0.05334777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04354255881206762,"score_gpt":0.3173901160702247,"score_spread":0.273847557258157,"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."}}