{"id":"W3116653520","doi":"10.1097/jpo.0000000000000349","title":"An International, Multicenter Field Trial Comparison Between 3D-Printed and ICRC-Manufactured Transtibial Prosthetic Devices in Low-Income Countries","year":2020,"lang":"en","type":"article","venue":"JPO Journal of Prosthetics and Orthotics","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"MPB Technologies & Communications (Canada); University of Toronto","funders":"","keywords":"3d printed; Medicine; Clinical trial; Developing country; Informed consent; Amputation; Ethics committee; Population; Biomedical engineering; Surgery; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003056584,0.0002167159,0.0004520128,0.000141035,0.00005372604,0.0001649356,0.0002121191,0.0001572468,0.00001349043],"category_scores_gemma":[0.00008558114,0.0001831491,0.00006867208,0.00009526905,0.0001088403,0.0002110219,0.00003326953,0.0004526046,0.00000129643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002760501,"about_ca_system_score_gemma":0.00003456598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001728424,"about_ca_topic_score_gemma":0.0000160257,"domain_scores_codex":[0.9983903,0.00005503533,0.0008714348,0.0001721457,0.0002985988,0.0002125047],"domain_scores_gemma":[0.9991403,0.0001465915,0.0002029881,0.0001191316,0.0001646959,0.0002263527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.009319086,0.0006072834,0.8746568,0.001590032,0.0003715372,0.0001219167,0.02114682,0.07093463,0.001169658,0.0009143583,0.00005314005,0.01911473],"study_design_scores_gemma":[0.0830022,0.01454887,0.2406609,0.002024814,0.0006741983,0.0001422536,0.002264229,0.6146735,0.01411785,0.001005067,0.02470706,0.002179026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913263,0.0003628643,0.00556463,0.001787036,0.0004593645,0.0004127751,0.00002477885,0.00002787145,0.00003438999],"genre_scores_gemma":[0.9945307,0.0004053742,0.004662778,0.0001641843,0.0001960726,0.000002290998,0.000005906455,0.00003025281,0.000002435805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6339959,"threshold_uncertainty_score":0.7468604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159146825913149,"score_gpt":0.2677616555907034,"score_spread":0.2561701873315719,"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."}}