{"id":"W2032290516","doi":"10.3109/02688697.2012.709558","title":"What is the role of the neurosurgeon in neuroethical discourse?","year":2012,"lang":"en","type":"article","venue":"British Journal of Neurosurgery","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Neurosurgery; Linguistics; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.00178322,0.0002152688,0.0004160856,0.0002742521,0.0002996505,0.0002726292,0.001072978,0.0001189196,0.0001169565],"category_scores_gemma":[0.00601632,0.0001604434,0.0003672661,0.001636466,0.001353535,0.001330601,0.0003118896,0.002193077,0.000009718133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000315951,"about_ca_system_score_gemma":0.0001513168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001922745,"about_ca_topic_score_gemma":0.000007649006,"domain_scores_codex":[0.9949722,0.00125052,0.001424065,0.0003094007,0.001393545,0.000650229],"domain_scores_gemma":[0.995403,0.002633333,0.001100884,0.0005015029,0.0001741678,0.000187113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001023494,0.001548625,0.04583495,0.00005387098,0.00001447579,0.0005531287,0.001099317,0.00003600724,0.8950717,0.003084463,0.009483454,0.04311768],"study_design_scores_gemma":[0.0009060459,0.0001940171,0.3319127,0.001080928,0.00006300117,0.009072254,0.000669895,0.0001144552,0.5854117,0.006099339,0.06397763,0.0004980793],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767437,0.0009313442,0.00001532181,0.01524786,0.006544608,0.0002317944,0.00002051725,0.00001498764,0.0002498723],"genre_scores_gemma":[0.9823732,0.002248249,0.000007126815,0.01472794,0.0003986134,0.00000740395,2.787211e-7,0.00004272393,0.0001945104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.30966,"threshold_uncertainty_score":0.9527948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04204480769975676,"score_gpt":0.3089340766996586,"score_spread":0.2668892689999018,"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."}}