{"id":"W2801834301","doi":"10.1002/mds.27376","title":"Evaluation of smartphone‐based testing to generate exploratory outcome measures in a phase 1 Parkinson's disease clinical trial","year":2018,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":268,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital","funders":"Samsung; F. Hoffmann-La Roche","keywords":"Intraclass correlation; Physical medicine and rehabilitation; Parkinson's disease; Gait; Balance (ability); Physical therapy; Movement disorders; Medicine; Rating scale; Clinical trial; Concurrent validity; Essential tremor; Actigraphy; Psychology; Disease; Psychometrics; Developmental psychology; Circadian rhythm","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":[0.06382822,0.002631733,0.003512533,0.001078981,0.0006940574,0.001665459,0.001453131,0.003088937,0.004468495],"category_scores_gemma":[0.06220866,0.0009579636,0.002629308,0.00105828,0.001225795,0.001881638,0.001288849,0.002079554,0.001380096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109721,"about_ca_system_score_gemma":0.002739894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004484883,"about_ca_topic_score_gemma":0.0006596191,"domain_scores_codex":[0.9445795,0.04831157,0.002396091,0.001604188,0.002213973,0.0008946327],"domain_scores_gemma":[0.9446793,0.02908863,0.01279572,0.004589798,0.005703785,0.003142769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.8778388,0.02177357,0.01454942,0.001573486,0.002705379,0.00008622713,0.0005196981,0.002625276,0.002556244,0.000371744,0.002589092,0.07281115],"study_design_scores_gemma":[0.4561618,0.5069569,0.02664709,0.0001606806,0.001268417,0.00007426774,0.0001082725,0.004816414,0.001031831,0.0004404129,0.002246677,0.0000871372],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8853509,0.002262038,0.01294444,0.001513522,0.001022054,0.08946072,0.003042645,0.0005945254,0.003809083],"genre_scores_gemma":[0.8596768,0.0007429009,0.01694959,0.0007863145,0.0004403696,0.1186912,0.001592754,0.00006231841,0.001057632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06382822,"threshold_uncertainty_score":0.3375599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2503135252710005,"score_gpt":0.4320667551394254,"score_spread":0.181753229868425,"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."}}