{"id":"W2126247401","doi":"10.1016/j.wneu.2011.05.033","title":"Deep Brain Stimulation and Ethics: Perspectives from a Multisite Qualitative Study of Canadian Neurosurgical Centers","year":2011,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; Université de Montréal; Montreal Clinical Research Institute","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Deep brain stimulation; Health care; Resource (disambiguation); Nursing; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.02687438,0.00121354,0.001611416,0.003349795,0.08117587,0.01911376,0.005069934,0.008848414,0.005068994],"category_scores_gemma":[0.05551264,0.001651207,0.000645885,0.004484711,0.03484531,0.007158514,0.01392406,0.01821702,0.0003324328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08896217,"about_ca_system_score_gemma":0.1214869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6596134,"about_ca_topic_score_gemma":0.8335431,"domain_scores_codex":[0.9623142,0.02207628,0.0007635394,0.00157303,0.003089061,0.01018381],"domain_scores_gemma":[0.8908778,0.06645659,0.00634239,0.001159137,0.01384652,0.02131752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001686247,0.0000234826,0.001030882,0.00002501384,0.000002460273,0.000173335,0.9970551,0.000009285242,0.00008904514,0.0007587476,0.0004148878,0.0004008456],"study_design_scores_gemma":[0.000002276666,0.00000608126,0.000390442,0.0000326884,0.000001211113,0.00003115088,0.9977416,0.000009762599,0.00002562043,0.00008351003,0.001667761,0.000007820909],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685136,0.001110622,0.0008546648,0.01907264,0.0002784881,0.0002402117,0.000163171,0.00001466123,0.009751944],"genre_scores_gemma":[0.9903119,0.0005670486,0.0003913256,0.005689257,0.00004375212,0.0001639331,0.00004728887,0.00003798666,0.002747499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3403866,"threshold_uncertainty_score":0.6847824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09365023259129687,"score_gpt":0.3361916423028497,"score_spread":0.2425414097115528,"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."}}