{"id":"W4390103153","doi":"10.33137/cpoj.v6i2.41789","title":"USER-CENTERED DESIGN OF LIMB PROSTHESES: A NEW UNIVERSITY COURSE DESIGNED TO SPARK INTEREST IN ORTHOTICS & PROSTHETICS FOR BIOENGINEERING STUDENTS","year":2023,"lang":"en","type":"article","venue":"Canadian Prosthetics & Orthotics Journal","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Pittsburgh","keywords":"Enthusiasm; Field (mathematics); Class (philosophy); Psychology; Medical education; Engineering; Computer science; Engineering ethics; Medicine; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001098993,0.0004787532,0.0006119385,0.001404454,0.0002050896,0.0002072488,0.0008634895,0.0002956324,0.0000155658],"category_scores_gemma":[0.0003463151,0.0005325645,0.0002130068,0.0014503,0.0001228057,0.0001537453,0.00009800924,0.0005652651,0.00003978072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006520232,"about_ca_system_score_gemma":0.00112433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001314557,"about_ca_topic_score_gemma":0.006694529,"domain_scores_codex":[0.9969739,0.000107521,0.0009336394,0.0003845907,0.0004146169,0.001185782],"domain_scores_gemma":[0.9971935,0.0002221198,0.000183429,0.0005397393,0.0004845973,0.001376595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002407915,0.0002653642,0.02774828,0.0003939534,0.0002161333,0.0002395227,0.004375074,0.9533483,0.002914461,0.001828868,0.0048367,0.003592567],"study_design_scores_gemma":[0.02872981,0.01226738,0.1032018,0.008617268,0.001818002,0.001719209,0.01039849,0.4891274,0.01279142,0.01121071,0.3087894,0.01132914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7439703,0.0002544124,0.248193,0.001342434,0.00155835,0.004055333,0.0003163267,0.0002682423,0.00004157542],"genre_scores_gemma":[0.9387882,0.0003741213,0.05954861,0.00009133923,0.00009686934,0.0000174628,0.00004486584,0.0002154416,0.0008230733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4642209,"threshold_uncertainty_score":0.9997126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04816069146717074,"score_gpt":0.270240406610031,"score_spread":0.2220797151428602,"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."}}