{"id":"W4390943975","doi":"10.1080/17483107.2023.2295947","title":"Customised joystick-making and training service of power wheelchair using rapid prototyping in rehabilitation centre for people with cervical spinal cord injury: findings from two case studies","year":2024,"lang":"en","type":"article","venue":"Disability and Rehabilitation Assistive Technology","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Joystick; Usability; Wheelchair; Rehabilitation; Tetraplegia; Service (business); Process (computing); Medicine; Spinal cord injury; Physical therapy; Physical medicine and rehabilitation; Engineering; Human–computer interaction; Simulation; Computer science; Spinal cord","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005732,0.0002498124,0.000706518,0.0004898345,0.000155759,0.00002821321,0.00006678832,0.0002098656,0.00002042261],"category_scores_gemma":[0.0043271,0.0002085358,0.00007648345,0.001196696,0.001445164,0.0002085924,0.0001003366,0.0004208935,6.207287e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004167389,"about_ca_system_score_gemma":0.0001745025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001669341,"about_ca_topic_score_gemma":0.0007791902,"domain_scores_codex":[0.9978327,0.0001938464,0.0006137024,0.0007949566,0.0002326643,0.0003321833],"domain_scores_gemma":[0.9962073,0.002732537,0.0001090142,0.0002828386,0.0005919296,0.00007639236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02852127,0.0003362928,0.8724393,0.006991323,0.0002337828,0.00004797018,0.007071011,0.000009011539,0.004454307,0.003202849,0.000008568839,0.0766843],"study_design_scores_gemma":[0.003631375,0.02085514,0.8345957,0.005009372,0.0002803642,0.000257113,0.117895,0.01162591,0.0002895573,0.004978191,0.0001756912,0.0004065978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845048,0.0007222763,0.0006533542,0.01056568,0.00006448707,0.003285621,0.00007191042,0.000121525,0.0000103944],"genre_scores_gemma":[0.9640682,0.000008613486,0.03545826,0.00003434623,0.00002330717,0.0003650504,0.00001099083,0.00002912981,0.0000021152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.110824,"threshold_uncertainty_score":0.8503841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04544871245174357,"score_gpt":0.4087519557217238,"score_spread":0.3633032432699802,"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."}}