{"id":"W4385186139","doi":"10.1080/09638288.2023.2234814","title":"Qualitative needs assessment for the development of a smart thumb prosthesis","year":2023,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Thumb; Amputation; Rehabilitation; Psychology; Medicine; Theme (computing); Abandonment (legal); Physical therapy; Computer science; Surgery; Political science","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":[0.04242073,0.0006247254,0.0005054216,0.002474156,0.00728738,0.004735735,0.002023662,0.002065118,0.007257699],"category_scores_gemma":[0.03849593,0.0005657169,0.0007414423,0.001643076,0.00646662,0.004148038,0.008596971,0.002675074,0.0006293803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01089008,"about_ca_system_score_gemma":0.01487829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003821393,"about_ca_topic_score_gemma":0.006424035,"domain_scores_codex":[0.9789697,0.01648205,0.0006772089,0.0005035679,0.001551996,0.001815493],"domain_scores_gemma":[0.9618921,0.0274075,0.00180927,0.0008344438,0.00571172,0.002344888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005337652,0.00007914506,0.001743528,0.0007263414,0.000004320483,0.0006670045,0.9766888,0.0001097795,0.001122588,0.004899474,0.001038965,0.01286679],"study_design_scores_gemma":[0.00001072767,0.00006704293,0.0006833748,0.0004276032,0.000004044907,0.0001920729,0.9863382,0.0001584075,0.0004485001,0.001746228,0.009910166,0.00001365797],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9080632,0.0009018342,0.03575883,0.0141948,0.0002956362,0.007024079,0.0008586802,0.0001112144,0.03279169],"genre_scores_gemma":[0.9592024,0.000761482,0.0271073,0.001833887,0.00002620053,0.005541299,0.000210244,0.00003876037,0.005278413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04242073,"threshold_uncertainty_score":0.224345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02768976152398846,"score_gpt":0.3224109320766959,"score_spread":0.2947211705527075,"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."}}