{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002693974,0.0002417654,0.0004507354,0.0002604196,0.0000750598,0.00001723408,0.000102235,0.00006331284,0.0001593574],"category_scores_gemma":[0.001599883,0.0002169308,0.0001778342,0.0004271097,0.00007817648,0.00007749116,0.00004207113,0.00009190162,0.00003777457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000232671,"about_ca_system_score_gemma":0.0006410105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009185074,"about_ca_topic_score_gemma":0.000276507,"domain_scores_codex":[0.9967051,0.0004107873,0.000813378,0.0005323592,0.001204027,0.0003343956],"domain_scores_gemma":[0.9984152,0.0000813032,0.0002137438,0.0004559337,0.0004055551,0.0004282267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04160034,0.01219144,0.6967003,0.00006927897,0.0002891589,0.00003138009,0.0002132827,0.0003319801,0.001464292,0.00002432714,0.0009385646,0.2461456],"study_design_scores_gemma":[0.3425981,0.007512383,0.6032134,0.0002730634,0.001713586,5.560646e-8,0.0003044483,0.03319354,0.002613793,0.003855504,0.004173892,0.000548214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994846,0.0002261358,0.001070831,0.0006076728,0.0005074317,0.002373653,0.00004914945,0.00004551539,0.0002735549],"genre_scores_gemma":[0.9952093,0.00001106364,0.001007704,0.002839849,0.0001876197,0.0006519889,0.00003947491,0.00003329095,0.00001973986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3009978,"threshold_uncertainty_score":0.884618,"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."}}