{"id":"W4388048580","doi":"10.1038/s41598-023-42705-x","title":"Observation and imitation of object-directed hand movements in Parkinson’s disease","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ford Motor Company (Canada)","funders":"Economic and Social Research Council; Research Councils UK","keywords":"Imitation; Kinematics; Object (grammar); Movement (music); Physical medicine and rehabilitation; Psychology; Eye movement; Parkinson's disease; Communication; Cognitive psychology; Medicine; Computer science; Neuroscience; Artificial intelligence; Disease; Physics","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":[0.0008010661,0.0000696866,0.00009860977,0.0003320586,0.0001223899,0.00007008169,0.00003514221,0.00004519643,0.0002321742],"category_scores_gemma":[0.0002788036,0.00007242916,0.00002234205,0.001251427,0.00009419321,0.0002078381,0.00001966186,0.00004121492,0.00002749689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003723757,"about_ca_system_score_gemma":0.00005645246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007241836,"about_ca_topic_score_gemma":0.00007702506,"domain_scores_codex":[0.9986944,0.00007267886,0.0004335275,0.0003912901,0.0002704608,0.0001376397],"domain_scores_gemma":[0.9991836,0.00003728206,0.0002674955,0.0002910043,0.0001593625,0.00006125792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002596897,0.00007844831,0.9732919,0.00002992062,0.00001005674,0.00005155994,0.004050944,0.0002158615,0.005465575,0.0001787973,0.01048636,0.006114586],"study_design_scores_gemma":[0.0002277678,0.00000899601,0.9778799,0.00002169465,0.000003883749,0.000002024202,0.0005602593,0.003348296,0.0005518052,0.002655728,0.01467102,0.00006861137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950681,0.00004885752,0.000272376,0.0001528668,0.003557923,0.0002599657,0.000003379671,0.00009512205,0.0005413764],"genre_scores_gemma":[0.989663,0.000006418535,0.00008114884,0.00003808613,0.00001975879,0.00004108597,0.0003411015,0.000008826062,0.00980057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009259193,"threshold_uncertainty_score":0.2953575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04736031759522392,"score_gpt":0.3084081071947046,"score_spread":0.2610477895994807,"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."}}