{"id":"W3134880992","doi":"10.1038/s41598-021-84720-w","title":"Association of fall risk factors and non-motor symptoms in patients with early Parkinson’s disease","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; Ministry of Trade, Industry and Energy; Soonchunhyang University; Ministry of Food and Drug Safety; Korea Medical Device Development Fund","keywords":"Beck Depression Inventory; Dysautonomia; Beck Anxiety Inventory; Parkinson's disease; Fear of falling; Medicine; Logistic regression; Anxiety; Disease; Internal medicine; Depression (economics); Physical therapy; Psychology; Poison control; Psychiatry; Injury prevention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002830029,0.0003191884,0.0004525015,0.0007865675,0.0004538549,0.000396064,0.000214569,0.0005377679,0.001055245],"category_scores_gemma":[0.001707305,0.0001787586,0.0004050613,0.0006661459,0.000175566,0.0002771232,0.0003499698,0.0004878827,0.0001133845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002001571,"about_ca_system_score_gemma":0.0002238176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003238459,"about_ca_topic_score_gemma":0.005799314,"domain_scores_codex":[0.9997802,0.00004728765,0.00003787355,0.0000409595,0.00005151096,0.00004210289],"domain_scores_gemma":[0.9991509,0.0001638169,0.0003757312,0.00002725713,0.00008908207,0.000193222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009406416,0.00002446137,0.9988264,0.000006328539,0.00001996336,0.0001463647,0.0000235381,0.00001537682,0.00006106215,0.000003879413,0.00002244227,0.0007561675],"study_design_scores_gemma":[0.000003644417,0.00007407783,0.9993184,0.00000343046,0.00001011302,0.0004346292,0.00003887934,0.00006253496,0.00001009801,0.00001163226,0.00003104607,0.000001637887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993455,0.0003568399,0.0000314003,0.00001909659,0.000003942703,0.000003407569,0.00006751315,0.00000163477,0.0001707202],"genre_scores_gemma":[0.9997103,0.00007393239,0.0000347225,0.00001024536,0.000006558694,0.000002946536,0.00009405462,3.891403e-7,0.00006685671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003238459,"threshold_uncertainty_score":0.006439209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005094224188361758,"score_gpt":0.2120705809993327,"score_spread":0.2069763568109709,"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."}}