{"id":"W3196340087","doi":"10.2196/27662","title":"Exercise Management Using a Mobile App in Patients With Parkinsonism: Prospective, Open-Label, Single-Arm Pilot Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Seoul National University Hospital; Seoul National University","keywords":"Medicine; Physical therapy; Quality of life (healthcare); Geriatric Depression Scale; Parkinsonism; Depression (economics); Population; Physical medicine and rehabilitation; Disease; Anxiety; Psychiatry; Nursing; Depressive symptoms","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003075675,0.001441326,0.002822775,0.0005153096,0.0009810785,0.0009844191,0.0004982128,0.001542569,0.003340137],"category_scores_gemma":[0.002791083,0.0006331179,0.001690959,0.0004093984,0.001059871,0.001123648,0.0005681395,0.002063367,0.000597114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004071267,"about_ca_system_score_gemma":0.001511845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000636337,"about_ca_topic_score_gemma":0.001659475,"domain_scores_codex":[0.99876,0.0005327071,0.0001456717,0.0002113812,0.0001794972,0.0001708268],"domain_scores_gemma":[0.9981364,0.0005203405,0.0004123218,0.00019706,0.0003850083,0.0003488682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2932815,0.6016328,0.01675716,0.005408026,0.002281286,0.0003681066,0.001790081,0.0006209277,0.02059307,0.0001439676,0.001709851,0.05541325],"study_design_scores_gemma":[0.05672319,0.9213168,0.01823179,0.0001229298,0.0006767746,0.00007296274,0.0004376746,0.0002919303,0.0009961851,0.00006363499,0.001030618,0.00003553408],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880731,0.000838234,0.0006644723,0.0001056583,0.0001043133,0.00949791,0.0002984478,0.00002852834,0.0003892439],"genre_scores_gemma":[0.9643449,0.001390337,0.004859583,0.0006890508,0.0002457403,0.02664715,0.0004333201,0.00001175571,0.001378069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003340137,"threshold_uncertainty_score":0.01626593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06818644970655266,"score_gpt":0.3607683613086657,"score_spread":0.292581911602113,"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."}}