{"id":"W3154556383","doi":"10.1016/j.parkreldis.2021.03.032","title":"Uptake of telehealth in Parkinson's disease clinical care and research during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Parkinson Study Group","keywords":"Pandemic; Telehealth; Medicine; Coronavirus disease 2019 (COVID-19); Clinical trial; Telemedicine; Protocol (science); Clinical research; Family medicine; Disease; Health care; Alternative medicine; Infectious disease (medical specialty); Internal medicine; Pathology","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":[0.009529909,0.0001272585,0.0002186036,0.000875821,0.0006873652,0.001872318,0.0006361209,0.00118097,0.004119492],"category_scores_gemma":[0.0430897,0.000197523,0.0003730731,0.0009618307,0.0006983531,0.00228382,0.002534412,0.001300034,0.0004272342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308198,"about_ca_system_score_gemma":0.002291915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004658218,"about_ca_topic_score_gemma":0.005380172,"domain_scores_codex":[0.9882793,0.007694972,0.0009631125,0.0007392977,0.001465156,0.0008581091],"domain_scores_gemma":[0.947433,0.02988259,0.01077749,0.001717212,0.003733349,0.00645636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003749381,0.000458801,0.7548833,0.001086735,0.00006633912,0.0004914747,0.01817894,0.0003385001,0.001196479,0.000653367,0.008983964,0.2132872],"study_design_scores_gemma":[0.00006451131,0.001050697,0.9540077,0.00198956,0.00004812695,0.00108918,0.02481163,0.001242417,0.0003958051,0.0004514362,0.01479513,0.00005376117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672501,0.002605543,0.0007129527,0.01610034,0.000150147,0.0001830148,0.0008394538,0.00006268825,0.01209585],"genre_scores_gemma":[0.9950796,0.001495753,0.0007849069,0.001812673,0.00009503095,0.0001256968,0.0002113552,0.00000964918,0.0003852501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009529909,"threshold_uncertainty_score":0.05039954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05559491549414654,"score_gpt":0.3843371058817501,"score_spread":0.3287421903876036,"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."}}