{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002082813,0.001956124,0.0006622148,0.0007940896,0.002880801,0.003723419,0.001855884,0.002100897,0.02729647],"category_scores_gemma":[0.002473068,0.0006509074,0.00100439,0.0004366997,0.001451403,0.002240897,0.005146098,0.004054582,0.0087187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001832607,"about_ca_system_score_gemma":0.005122303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009122685,"about_ca_topic_score_gemma":0.005028924,"domain_scores_codex":[0.9988583,0.00019985,0.00005126366,0.0002526611,0.0002870796,0.0003506996],"domain_scores_gemma":[0.99546,0.0002312126,0.0001345232,0.0001543391,0.0004224328,0.003597469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004109704,0.01319957,0.01137704,0.0005506597,0.00002497024,0.002145268,0.0134753,0.002056226,0.03924471,0.006094065,0.3866804,0.5247409],"study_design_scores_gemma":[0.0001843191,0.005154939,0.02472413,0.0005535449,0.00003708819,0.00372424,0.009407581,0.005372771,0.01605462,0.01066003,0.923972,0.0001546644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5558841,0.004522981,0.1223825,0.06236973,0.01070206,0.00542079,0.001693055,0.006165605,0.2308592],"genre_scores_gemma":[0.3226201,0.004213356,0.2159301,0.01744291,0.002379363,0.004087727,0.002107037,0.00140254,0.4298167],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02729647,"threshold_uncertainty_score":0.09131575,"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."}}