{"id":"W3127015087","doi":"10.21203/rs.3.rs-153836/v1","title":"A Comparative Study of Objective Outcome Measures Used in Clinical Trials of Freezing of Gait&amp;nbsp;","year":2021,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"National Center for Advancing Translational Sciences; University of South Carolina; National Institute of Neurological Disorders and Stroke; South Carolina Clinical and Translational Research Institute, Medical University of South Carolina; National Institutes of Health; Medical University of South Carolina","keywords":"Gait; Outcome (game theory); Physical medicine and rehabilitation; Physical therapy; Psychology; Medicine; Applied psychology; Economics; Microeconomics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02383386,0.0009623001,0.001872603,0.001343064,0.0003687903,0.001106796,0.0006295063,0.001477453,0.002578332],"category_scores_gemma":[0.03845646,0.0002987512,0.001685483,0.001166963,0.001010182,0.001603609,0.000966015,0.0009275224,0.0004976392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007788775,"about_ca_system_score_gemma":0.0007223888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003267895,"about_ca_topic_score_gemma":0.0004085873,"domain_scores_codex":[0.9701644,0.02234767,0.002950955,0.001139539,0.002914632,0.0004827216],"domain_scores_gemma":[0.9566109,0.02566814,0.009433286,0.002236385,0.004382838,0.001668402],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"systematic_review","study_design_scores_codex":[0.7131927,0.009612003,0.1540879,0.00317108,0.01651528,0.0001742989,0.0007000885,0.001523148,0.006409292,0.0008574867,0.001304594,0.09245215],"study_design_scores_gemma":[0.06550403,0.4871497,0.4326207,0.0004712621,0.004139133,0.0002604568,0.0005738753,0.002774799,0.002712851,0.0008928505,0.002750234,0.0001500595],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870427,0.005850683,0.001998628,0.0001009305,0.0002813539,0.001537831,0.000855749,0.00003095827,0.002301134],"genre_scores_gemma":[0.9935762,0.0006534485,0.001423043,0.0001072475,0.0001295454,0.002744173,0.001053314,0.00001129792,0.0003018472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9761661,"threshold_uncertainty_score":0.126047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.699749313185645,"score_gpt":0.6673137608360123,"score_spread":0.03243555234963269,"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."}}