{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007769038,0.00008958751,0.0001021543,0.0001141002,0.00003355327,0.00002480429,0.00006400834,0.00004082506,0.0000130028],"category_scores_gemma":[0.000005049689,0.00008941907,0.00002062808,0.0001172123,0.00003704172,0.000108552,0.00001137475,0.00007743613,8.086343e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001348856,"about_ca_system_score_gemma":0.000006491551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004459261,"about_ca_topic_score_gemma":0.000003933126,"domain_scores_codex":[0.9994507,0.000006868031,0.0001653445,0.0001365653,0.0001337251,0.0001067508],"domain_scores_gemma":[0.9997083,0.00001406154,0.00004185499,0.000094424,0.0001065225,0.00003486441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007603758,0.0002590709,0.14833,0.0003592665,0.0002031018,5.465547e-7,0.002141625,0.002303329,0.04293449,0.04302864,0.00009226382,0.7602716],"study_design_scores_gemma":[0.001386178,0.0004418376,0.4141603,0.00003807377,0.00005900524,0.0000301307,0.0002098758,0.5417076,0.02283988,0.007405511,0.01121932,0.0005023103],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900633,0.000320715,0.007371668,0.0001216647,0.0001053432,0.0002916993,0.00001171664,0.00005692361,0.001656995],"genre_scores_gemma":[0.9983508,0.0004050783,0.001065132,0.00002580452,0.00002213605,0.00002095289,0.00003254625,0.00001420321,0.00006336177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7597693,"threshold_uncertainty_score":0.3646404,"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."}}