{"id":"W4308775057","doi":"10.3390/bioengineering9110639","title":"Gait Initiation Impairment in Patients with Parkinson’s Disease and Freezing of Gait","year":2022,"lang":"en","type":"article","venue":"Bioengineering","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Graduate School of Life Sciences, Julius-Maximilians-Universität Würzburg; Julius-Maximilians-Universität Würzburg; School of Medicine, New York University; Fondazione Grigioni per il Morbo di Parkinson; Deutsche Forschungsgemeinschaft; York University","keywords":"Parkinson's disease; Physical medicine and rehabilitation; Gait; Medicine; Center of pressure (fluid mechanics); Psychology; Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001761984,0.0005133951,0.0004620382,0.0008946945,0.000648758,0.0003737503,0.0001210896,0.0003410609,0.0009710232],"category_scores_gemma":[0.001439435,0.0001957413,0.0002445684,0.0005527089,0.0003257627,0.0002851776,0.0003365407,0.0002262156,0.0001382376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002903651,"about_ca_system_score_gemma":0.0001836665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004046974,"about_ca_topic_score_gemma":0.004905056,"domain_scores_codex":[0.9998547,0.00002153368,0.00002510173,0.00003944183,0.00002824458,0.00003095804],"domain_scores_gemma":[0.9996301,0.00006979141,0.0001645305,0.00001913914,0.00004547489,0.00007091006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004058593,0.00006289457,0.9922631,0.00002752006,0.00003573502,0.00123589,0.0002857817,0.0000602469,0.0009453906,0.0000190539,0.000100069,0.004558434],"study_design_scores_gemma":[0.00001099326,0.000249038,0.9966875,0.000007784964,0.00002173446,0.002557055,0.000159933,0.00007257315,0.00008496523,0.00003425741,0.0001098862,0.00000430864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993263,0.0001992077,0.00004072789,0.00001242106,0.00000261165,0.000006620975,0.00006816594,0.000002887727,0.0003410678],"genre_scores_gemma":[0.9997135,0.00006756294,0.000041855,0.00001255934,0.000004728988,0.000004150756,0.00008872237,5.154575e-7,0.00006643895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004046974,"threshold_uncertainty_score":0.008046865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208137706489681,"score_gpt":0.2644388338152716,"score_spread":0.2523574567503747,"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."}}