{"id":"W2914640257","doi":"10.33137/cpoj.v1i2.32025","title":"AN IMMEDIATE FIT AND ADJUSTABLE TRANSTIBIAL PROSTHETIC SYSTEM; A PROSPECTIVE FEASIBILITY AND EFFICACY STUDY","year":2018,"lang":"en","type":"article","venue":"Canadian Prosthetics & Orthotics Journal","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Medical Rehabilitation Research; National Institute on Aging; National Institutes of Health; University of Pennsylvania","keywords":"Prosthesis; Prospective cohort study; Physical medicine and rehabilitation; Physical therapy; Medicine; Orthotics; Population; Modular design; Computer science; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009150816,0.0003904532,0.0004417982,0.000335237,0.0007080784,0.0004512276,0.0002385542,0.0001926251,0.00002067182],"category_scores_gemma":[0.00007935763,0.000363743,0.00006563198,0.0003060261,0.0005238414,0.0002350273,0.00002682355,0.0006240005,0.00001097004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004532513,"about_ca_system_score_gemma":0.0004279118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003182963,"about_ca_topic_score_gemma":0.01062103,"domain_scores_codex":[0.9976493,0.0001422532,0.0006249853,0.0004581655,0.0003421354,0.0007831884],"domain_scores_gemma":[0.9974963,0.000051051,0.00009792997,0.0004540165,0.0004843769,0.001416299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005767397,0.002288905,0.8244044,0.001425305,0.0007346962,0.001054062,0.09342804,0.01499686,0.002396042,0.01056862,0.0004717226,0.04765466],"study_design_scores_gemma":[0.016545,0.0172372,0.7252569,0.0008007611,0.001133077,0.006278971,0.01899996,0.1997218,0.0009927367,0.004519936,0.004657816,0.003855824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954529,0.0007357007,0.0006554384,0.0001506321,0.0007038223,0.001742092,0.00007516132,0.0001285803,0.0003556482],"genre_scores_gemma":[0.9977206,0.00008872043,0.001747392,0.00004201805,0.0002477067,0.00001855084,0.000004579611,0.00009489773,0.0000355307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1847249,"threshold_uncertainty_score":0.9998814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396781044726539,"score_gpt":0.2444805412636611,"score_spread":0.2305127308163957,"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."}}