{"id":"W3080852299","doi":"10.1177/0309364620948290","title":"Design and development of a novel 3D-printed non-metallic self-locking prosthetic arm for a forequarter amputation","year":2020,"lang":"en","type":"article","venue":"Prosthetics and Orthotics International","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; 3d printed; Elbow; Simulation; Prosthesis; Engineering; Biomedical engineering; Surgery; Artificial intelligence; Medicine","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":[0.0002045209,0.0001739204,0.0001900844,0.0000889257,0.00006983792,0.00006288259,0.0001045871,0.00007624247,0.000004536983],"category_scores_gemma":[0.00004431119,0.0001662601,0.0000376138,0.00007540159,0.00006030171,0.00006308511,0.00005158938,0.000100494,0.00000123191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002848026,"about_ca_system_score_gemma":0.00005037251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.176677e-7,"about_ca_topic_score_gemma":6.610695e-7,"domain_scores_codex":[0.9989678,0.000008303502,0.0004364531,0.0002198652,0.0001992306,0.0001683921],"domain_scores_gemma":[0.9994048,0.00009479587,0.00009594198,0.00007645666,0.0002302579,0.00009767025],"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":[0.0006452989,0.002317345,0.008220087,0.005343006,0.001851544,0.00001026758,0.1082379,0.5048388,0.09909153,0.06554323,0.0001348862,0.2037661],"study_design_scores_gemma":[0.001177474,0.0002427929,0.0005036552,0.0000617019,0.000032539,0.00001082148,0.0001275708,0.9883761,0.006269119,0.000962646,0.002011605,0.0002239584],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1623911,0.00006984211,0.8361922,0.0003274974,0.0001450054,0.0007292618,0.00001543023,0.00006755071,0.00006212098],"genre_scores_gemma":[0.5816727,0.0000283032,0.4181433,0.00004785569,0.00001950403,0.00004094754,0.00001668542,0.00002495093,0.000005762688],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4835373,"threshold_uncertainty_score":0.6779892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02480710690252692,"score_gpt":0.2401938410771856,"score_spread":0.2153867341746586,"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."}}