{"id":"W3033530497","doi":"10.3390/s20113209","title":"Muscle Synergies in Parkinson’s Disease","year":2020,"lang":"en","type":"review","venue":"Sensors","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Parkinson's disease; Physical medicine and rehabilitation; Gait; Disease; Balance (ability); Motor control; Neuroscience; Movement disorders; Medicine; Psychology; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000322544,0.0002960503,0.000751193,0.0002289343,0.00002765918,0.0000219189,0.0001208384,0.0000853626,0.00002582041],"category_scores_gemma":[0.00004104749,0.0002709378,0.0002709693,0.0005452019,0.00002155852,0.00003403483,0.0000243737,0.000282637,0.00002866259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007606148,"about_ca_system_score_gemma":0.00002641047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006119872,"about_ca_topic_score_gemma":0.00001024057,"domain_scores_codex":[0.9990883,0.00004234691,0.0002820862,0.0002250804,0.0001110067,0.0002511502],"domain_scores_gemma":[0.9995951,0.00007195127,0.00003743418,0.0001836216,0.000008167421,0.0001037051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[7.647349e-7,0.000006057254,0.000006079222,0.00484497,0.00007532903,0.00004243911,0.00006536856,0.0001822198,1.168069e-7,0.00004391453,0.001936196,0.9927965],"study_design_scores_gemma":[0.00004540359,0.000003965464,0.0005161574,0.001383597,0.0000779805,7.720345e-7,0.00002259769,0.0001699724,2.033776e-7,0.00001456469,0.9974931,0.0002716454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009680475,0.9969184,0.000002664136,0.00004184408,0.0001944078,0.0002385101,0.00002331652,0.0003324231,0.002151588],"genre_scores_gemma":[0.0009435284,0.9986793,0.00002780279,0.00001852058,0.0001139902,0.00007689935,0.00002419705,0.00006206112,0.00005370632],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.995557,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0221398838317476,"score_gpt":0.252371252394047,"score_spread":0.2302313685622993,"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."}}