{"id":"W4388188155","doi":"10.21203/rs.3.rs-3467667/v1","title":"The digital signature of emergent tremor in Parkinson's disease","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"National Institute of Neurological Disorders and Stroke; Parkinson's Foundation","keywords":"Postural tremor; Rating scale; Physical medicine and rehabilitation; Finger tapping; Essential tremor; Parkinson's disease; Psychology; Movement disorders; Audiology; Medicine; Disease; Developmental psychology","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":[0.0003752039,0.0002826993,0.0002240711,0.001080373,0.0002486185,0.001723361,0.0002555984,0.00113526,0.01819026],"category_scores_gemma":[0.00532812,0.00009882895,0.0001439685,0.0009232145,0.0004281221,0.0008392128,0.0006627103,0.0004813995,0.005063625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003025794,"about_ca_system_score_gemma":0.0003547046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005673284,"about_ca_topic_score_gemma":0.0004288512,"domain_scores_codex":[0.999543,0.00008856336,0.0000392218,0.00006347278,0.0002029853,0.00006281365],"domain_scores_gemma":[0.9979645,0.0007960613,0.000337224,0.0003937911,0.0003161118,0.0001922973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003634605,0.000178521,0.02937507,0.0006141457,0.00008544888,0.01363883,0.0006407431,0.008558957,0.06164008,0.07407912,0.1278053,0.6797491],"study_design_scores_gemma":[0.0004717338,0.001018482,0.1410365,0.0005036837,0.0001417412,0.05111801,0.001498265,0.1718904,0.0926557,0.2695835,0.2699035,0.0001784471],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6922917,0.003675701,0.1154922,0.01734214,0.005277653,0.0002768564,0.02320882,0.005137538,0.1372973],"genre_scores_gemma":[0.9467988,0.0009310666,0.01552681,0.0006848012,0.001020708,0.00003063229,0.004130106,0.0002941462,0.03058297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01819026,"threshold_uncertainty_score":0.06085247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09243359520613588,"score_gpt":0.4021238417894877,"score_spread":0.3096902465833518,"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."}}