{"id":"W7133067644","doi":"","title":"Using Wearable Technology to Measure Response to Deep Brain Stimulation in Children with Dystonia","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dystonia; Actigraphy; Deep brain stimulation; Neurological disorder; Rating scale; Essential tremor; Activity tracker","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":[0.0003477855,0.0003915695,0.0003039504,0.000705384,0.0001278918,0.0003322357,0.0001397071,0.0003358478,0.001722955],"category_scores_gemma":[0.001239021,0.0001159493,0.0001815001,0.0004956293,0.0001547557,0.0001599089,0.0003279074,0.0003040965,0.0004004936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001940114,"about_ca_system_score_gemma":0.0001532505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00134713,"about_ca_topic_score_gemma":0.002636487,"domain_scores_codex":[0.9997535,0.00007057904,0.00003083287,0.00005338347,0.00006090935,0.00003077635],"domain_scores_gemma":[0.9996032,0.0001238101,0.0001485934,0.00001321773,0.00007189812,0.00003927417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00081524,0.0002636713,0.8832018,0.0005539221,0.0001250967,0.0004945232,0.00114381,0.0003054755,0.01892916,0.00004528383,0.0008483196,0.09327366],"study_design_scores_gemma":[0.00002410492,0.0008200822,0.994972,0.00003627648,0.00003958887,0.0008424541,0.0003713595,0.000283744,0.001826208,0.00002375684,0.0007503547,0.00001006066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948361,0.001154542,0.001229232,0.00005720582,0.00001704478,0.000119875,0.0008847144,0.00003361703,0.001667699],"genre_scores_gemma":[0.9912544,0.001413012,0.004851149,0.00007184556,0.00002000334,0.0003314915,0.0007679142,0.000009269508,0.001280969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001722955,"threshold_uncertainty_score":0.005763888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02234636605643037,"score_gpt":0.3541569952691085,"score_spread":0.3318106292126782,"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."}}