{"id":"W2900540264","doi":"","title":"Improve Subthalamic Nucleus Localization During Deep Brain Stimulation Surgery","year":2018,"lang":"en","type":"article","venue":"CMBES Proceedings","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Carleton University; Ottawa Hospital","funders":"","keywords":"Subthalamic nucleus; Deep brain stimulation; Stimulation; Nucleus; Neuroscience; Medicine; Psychology; Parkinson's disease; Internal medicine; Disease","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":[0.00007266461,0.0001403591,0.0002000641,0.0000934886,0.0001500349,0.00003441794,0.00003906359,0.00009580082,0.0001120108],"category_scores_gemma":[0.000253923,0.0001156513,0.0000704812,0.0002282659,0.00008824067,0.0001643258,0.0000319737,0.0000778103,0.00009831994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004504748,"about_ca_system_score_gemma":0.00001447153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001084007,"about_ca_topic_score_gemma":0.000002487803,"domain_scores_codex":[0.9990808,0.000004364882,0.0001957411,0.0003065812,0.0001659729,0.0002465089],"domain_scores_gemma":[0.9995492,0.00003610447,0.00008034077,0.00007500929,0.0001675724,0.00009175266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005759923,0.000391126,0.8904331,0.0002492971,0.0000652086,0.00003466834,0.0004616471,0.00000417963,0.09927887,0.0003602755,0.001838893,0.006306726],"study_design_scores_gemma":[0.002184659,0.0008131993,0.9511366,0.00009814606,0.0001107732,0.00003750282,0.0001146461,0.01137583,0.03111827,0.002008911,0.0007335997,0.0002678777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962851,0.00004806783,0.0001590725,0.0005350505,0.0001276619,0.0003005765,0.000001521748,0.0001655944,0.002377394],"genre_scores_gemma":[0.9981171,0.00001697821,0.00009366988,0.001136782,0.0002173662,0.00001721719,0.00001690224,0.00002775961,0.000356261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0681606,"threshold_uncertainty_score":0.4716121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473092316930917,"score_gpt":0.2537134183509645,"score_spread":0.2389824951816553,"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."}}