{"id":"W2978929971","doi":"10.3171/2019.5.peds1973","title":"Clinical phenotypes associated with outcomes following deep brain stimulation for childhood dystonia","year":2019,"lang":"en","type":"article","venue":"Journal of Neurosurgery Pediatrics","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Toronto Western Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Université de Montréal; University of Toronto","funders":"","keywords":"Dystonia; Deep brain stimulation; Psychology; Rating scale; Myoclonus; Internal medicine; Medicine; Disease; Developmental psychology; Neuroscience; Parkinson's 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00750197,0.0007162553,0.001759262,0.00114076,0.0001845043,0.00105579,0.0005008106,0.0006236965,0.0006592718],"category_scores_gemma":[0.01582714,0.0002552791,0.00732594,0.002089492,0.0004422058,0.0004479072,0.0006409055,0.0005702888,0.00004980227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005209446,"about_ca_system_score_gemma":0.0006645556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001837143,"about_ca_topic_score_gemma":0.003576268,"domain_scores_codex":[0.9931859,0.003522293,0.001524956,0.0009730738,0.0006164673,0.0001772533],"domain_scores_gemma":[0.9823905,0.01074576,0.005780994,0.00046765,0.0004706057,0.0001445226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00535485,0.00007265349,0.6930233,0.03126517,0.2300198,0.0003154886,0.0002595517,0.002146878,0.001375474,0.000272365,0.0006261635,0.03526821],"study_design_scores_gemma":[0.001089367,0.001111631,0.7900319,0.0058481,0.1962036,0.0009366762,0.0002562668,0.0009282346,0.000907496,0.001004401,0.001629955,0.0000523743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5512064,0.4406761,0.002057211,0.0009271632,0.0001025944,0.0001374503,0.003902926,0.00003264572,0.0009575881],"genre_scores_gemma":[0.9816976,0.01645496,0.000572654,0.0001549947,0.00003511444,0.0000718813,0.0009549145,0.000005447093,0.00005245225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00750197,"threshold_uncertainty_score":0.0396747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423638725410659,"score_gpt":0.3086264401313593,"score_spread":0.2843900528772527,"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."}}