{"id":"W4386926048","doi":"10.2196/50571","title":"Movement Component Analysis of Reaching Strategies in Individuals With Stroke: Preliminary Study","year":2023,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Physical medicine and rehabilitation; Medicine; Upper limb; Elbow; Stroke (engine); Index finger; Trunk; Hemiparesis; Paresis; Physical therapy; Anatomy; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004968096,0.0004620245,0.0003703216,0.000842848,0.0002114843,0.000242663,0.0001501919,0.0002221747,0.001730682],"category_scores_gemma":[0.001422043,0.00006815398,0.0003112294,0.000502455,0.0001388861,0.0001337182,0.0002612434,0.0001251846,0.0002698965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333,"about_ca_system_score_gemma":0.0002172027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002090011,"about_ca_topic_score_gemma":0.00311967,"domain_scores_codex":[0.9998392,0.00005217599,0.00001894733,0.00003221675,0.00003199916,0.00002545557],"domain_scores_gemma":[0.9996495,0.0001203239,0.00004213506,0.00002272435,0.0001260808,0.00003918037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004750622,0.0009594168,0.6798204,0.0005675522,0.0007140089,0.0007416196,0.002396869,0.002371367,0.03530655,0.0002230306,0.0009456826,0.271203],"study_design_scores_gemma":[0.0000384814,0.001035645,0.9944528,0.00001180111,0.0001102149,0.0003719041,0.0003299772,0.002441566,0.0006531941,0.0001061202,0.0004377766,0.00001060387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971828,0.0001549221,0.001951904,0.00001491885,0.000005151562,0.00009319963,0.0001634555,0.00001684106,0.0004169442],"genre_scores_gemma":[0.9975229,0.00009208453,0.001600717,0.000006393079,0.000006145843,0.00009779602,0.0003420463,0.000003653319,0.0003282097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002090011,"threshold_uncertainty_score":0.005789697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853931064860478,"score_gpt":0.3163074758714653,"score_spread":0.2977681652228606,"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."}}