{"id":"W2934718566","doi":"10.1177/0309364619836353","title":"Fabrication and application of an adjustable myoelectric transhumeral prosthetic socket","year":2019,"lang":"en","type":"article","venue":"Prosthetics and Orthotics International","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta","funders":"Common Fund; National Institutes of Health","keywords":"Computer science; Abandonment (legal); Biomedical engineering; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001071743,0.0003424324,0.0001497349,0.0004160213,0.0002573973,0.0004162691,0.0006450268,0.0005734764,0.001480558],"category_scores_gemma":[0.001579461,0.0002528018,0.0004233489,0.000262995,0.0004131093,0.000424007,0.0007398422,0.0005146349,0.0004510205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001263657,"about_ca_system_score_gemma":0.0002857328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009241972,"about_ca_topic_score_gemma":0.0001719587,"domain_scores_codex":[0.9993901,0.00008294104,0.0001228136,0.00008874443,0.0002588907,0.00005650351],"domain_scores_gemma":[0.9990662,0.0001770352,0.0002130894,0.0002540187,0.0002120561,0.00007755413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001377269,0.0001692284,0.004618162,0.0004488451,0.00002252584,0.001889377,0.0004562886,0.001929945,0.9331077,0.0009843429,0.0007132074,0.05552267],"study_design_scores_gemma":[0.0001327614,0.006442779,0.04460685,0.0001447624,0.0001436536,0.0212766,0.0005462774,0.01629565,0.8593,0.0008079922,0.05019636,0.000106499],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8061642,0.0009286784,0.1870642,0.0002928759,0.0004087925,0.0003105946,0.0001805132,0.0005900188,0.004060145],"genre_scores_gemma":[0.8588024,0.0003619491,0.137653,0.00006569448,0.00003385095,0.00008240735,0.0001113832,0.00007158637,0.002817861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001480558,"threshold_uncertainty_score":0.005667925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004219840867854384,"score_gpt":0.2054567545905558,"score_spread":0.2012369137227014,"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."}}