{"id":"W4404726569","doi":"10.55091/ksat.2024.16.2.53","title":"A Literature Review on 3D Printing Assistive Technology Devices","year":2024,"lang":"en","type":"review","venue":"The Journal of Korean Society of Assistive Technology","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"3D printing; Assistive technology; Computer science; Engineering; Human–computer interaction; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002275121,0.001006483,0.0015732,0.01634738,0.0008815713,0.002804177,0.00127595,0.001661512,0.008256532],"category_scores_gemma":[0.008213006,0.0005152163,0.002265368,0.01587554,0.001015179,0.003490728,0.001205606,0.001051565,0.001606583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001944066,"about_ca_system_score_gemma":0.006376754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00443478,"about_ca_topic_score_gemma":0.009287518,"domain_scores_codex":[0.9981223,0.0003970609,0.0005764225,0.0001952663,0.0006186931,0.00009024302],"domain_scores_gemma":[0.9886808,0.008361946,0.001110972,0.0001485364,0.001530963,0.0001667194],"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":[0.0001169766,0.00006942045,0.001676193,0.2051261,0.0003668579,0.0008195924,0.0009870476,0.0003389871,0.0007221646,0.00448452,0.04098009,0.7443121],"study_design_scores_gemma":[0.00003400965,0.0001500549,0.01077639,0.259457,0.002332948,0.004151522,0.002419253,0.0002830311,0.0008463194,0.003438227,0.7160205,0.00009074768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005134952,0.9960625,0.0002533337,0.0007727798,0.0002744156,0.00001953094,0.0001261299,0.00001026375,0.001967544],"genre_scores_gemma":[0.0041858,0.9939827,0.0005744901,0.0005201881,0.0001940558,0.00003342118,0.0001301952,0.000003887645,0.0003751578],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01634738,"threshold_uncertainty_score":0.02762085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05286069053422557,"score_gpt":0.3600934205284682,"score_spread":0.3072327299942426,"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."}}