{"id":"W4402093372","doi":"10.1186/s12984-024-01445-3","title":"Using eye tracking to assess learning of a multifunction prosthetic hand: an exploratory study from a rehabilitation perspective","year":2024,"lang":"en","type":"article","venue":"Journal of NeuroEngineering and Rehabilitation","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Örebro Universitet; Stiftelsen Promobilia","keywords":"Fixation (population genetics); Gaze; Eye tracking; Eye movement; Task (project management); Eye–hand coordination; Rehabilitation; Computer science; Physical medicine and rehabilitation; Artificial intelligence; Computer vision; Medicine; Engineering; Physical therapy","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":[0.0007906304,0.0004569076,0.0004093471,0.000639811,0.0003471573,0.0002896978,0.0002653811,0.000609974,0.0008660883],"category_scores_gemma":[0.001106902,0.0001390743,0.0003434134,0.0002300551,0.0003623587,0.000328428,0.0004502813,0.0003519875,0.0002222629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001915692,"about_ca_system_score_gemma":0.0002340539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009620878,"about_ca_topic_score_gemma":0.001497092,"domain_scores_codex":[0.9996226,0.0001006155,0.00002731659,0.00009872296,0.0000808014,0.00006991445],"domain_scores_gemma":[0.9992017,0.0002675333,0.0001383909,0.00007011179,0.0002199282,0.0001023822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002530609,0.01162872,0.579877,0.0006155107,0.0001887682,0.005072534,0.02502881,0.001042225,0.2697427,0.0001436632,0.0003373464,0.103792],"study_design_scores_gemma":[0.00004906928,0.0181702,0.9523812,0.00003644562,0.0000809806,0.003218217,0.004344353,0.001208022,0.01951339,0.0001021271,0.0008465084,0.00004954448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992568,0.00005414176,0.0004757656,0.000006740079,9.832983e-7,0.00003537508,0.00002471089,0.000003664122,0.0001419275],"genre_scores_gemma":[0.998485,0.00007908072,0.0007631059,0.00001455971,0.000003884438,0.00005983854,0.00005051493,0.000002816129,0.0005410611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009620878,"threshold_uncertainty_score":0.004181266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02440277248128565,"score_gpt":0.2918487250084097,"score_spread":0.2674459525271241,"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."}}