{"id":"W2953389871","doi":"10.1002/mds.27772","title":"Remote Monitoring of Treatment Response in Parkinson's Disease: The Habit of Typing on a Computer","year":2019,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sport Centre Pacific; University of British Columbia","funders":"Michael J. Fox Foundation for Parkinson's Research","keywords":"Dopaminergic; Parkinson's disease; Rating scale; Receiver operating characteristic; Physical medicine and rehabilitation; Disease; Typing; Levodopa; Psychology; Medicine; Physical therapy; Internal medicine; Computer science; Developmental psychology; Dopamine; Speech recognition","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":[0.0005954942,0.000347696,0.0003172655,0.000382009,0.00008792178,0.0002621738,0.0003165721,0.0003318916,0.0005045552],"category_scores_gemma":[0.00328554,0.00007036758,0.0001406101,0.0002427672,0.0002449352,0.0002598832,0.0001995028,0.0001912286,0.0001200021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001258373,"about_ca_system_score_gemma":0.00009854767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005773877,"about_ca_topic_score_gemma":0.001243719,"domain_scores_codex":[0.9993343,0.0003055429,0.00005626071,0.0001493027,0.000129513,0.00002517757],"domain_scores_gemma":[0.9983073,0.0007239773,0.0006826584,0.0001035001,0.0001390263,0.00004350829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002600254,0.0006213591,0.7209567,0.0002562024,0.0002135248,0.0004103809,0.0005867625,0.005085351,0.04668714,0.0001289567,0.0004161697,0.2220373],"study_design_scores_gemma":[0.00008891255,0.002998595,0.9096068,0.00007232952,0.0001478225,0.00206485,0.0003093665,0.0662925,0.01676731,0.0005234492,0.001087561,0.00004058112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889348,0.0003007675,0.009781078,0.00005053128,0.00001040769,0.00005626537,0.000104433,0.00008566469,0.000675933],"genre_scores_gemma":[0.9937823,0.00009310912,0.005743836,0.00002495597,0.00001059905,0.00003327522,0.00006963795,0.000004698457,0.0002376015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005954942,"threshold_uncertainty_score":0.003149331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503061394552188,"score_gpt":0.2652237787127149,"score_spread":0.250193164767193,"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."}}