{"id":"W3168093494","doi":"10.1038/s41531-021-00174-x","title":"Non-motor predictors of 36-month quality of life after subthalamic stimulation in Parkinson disease","year":2021,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; McGill University Health Centre; University of Calgary","funders":"Deutsche Forschungsgemeinschaft","keywords":"Parkinson's disease; Deep brain stimulation; Medicine; Physical medicine and rehabilitation; Subthalamic nucleus; Disease; Quality of life (healthcare); Stimulation; Neuroscience; Psychology; Internal medicine","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":[0.0007786768,0.0002845784,0.0002949051,0.0003238552,0.0002597136,0.0004066936,0.000230762,0.0004330767,0.0008851961],"category_scores_gemma":[0.003011315,0.0001083118,0.0004937666,0.0003576797,0.000256474,0.0003238296,0.0003644118,0.000486446,0.0001693991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001841431,"about_ca_system_score_gemma":0.0001568785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001263479,"about_ca_topic_score_gemma":0.002243843,"domain_scores_codex":[0.9996318,0.0001376504,0.00004782039,0.0000515325,0.00006299878,0.00006827356],"domain_scores_gemma":[0.9976957,0.0005210121,0.001128253,0.00009617087,0.0001809525,0.0003779723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002654145,0.00003288614,0.9983258,0.000006088472,0.00003990571,0.00004479831,0.00002397032,0.00007393808,0.00009855624,0.000003420705,0.00003331719,0.001051981],"study_design_scores_gemma":[0.000006980117,0.0001819398,0.9993662,0.000002166234,0.00001756722,0.0001122888,0.00002814613,0.0001960741,0.00003786511,0.000009981291,0.00003838043,0.000002468857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995316,0.000199184,0.00004650594,0.00002032126,0.000003130954,0.000002829731,0.0001156568,0.000001288105,0.00007943071],"genre_scores_gemma":[0.9997101,0.00002602686,0.00003142393,0.000007556998,0.000004680819,0.000003453619,0.0001683493,5.821338e-7,0.00004776995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001263479,"threshold_uncertainty_score":0.004118085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200218517971173,"score_gpt":0.2891084528189374,"score_spread":0.2671062676392257,"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."}}