{"id":"W4362521778","doi":"10.2196/45612","title":"Criteria for Advanced Prosthetic Foot Prescription: Rationale, Design, and Protocol for a Multisite, Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research and Materiel Command; Congressionally Directed Medical Research Programs; SRA International; U.S. Department of Defense","keywords":"Medical prescription; Randomized controlled trial; Medicine; Physical medicine and rehabilitation; Protocol (science); Physical therapy; Ankle; Crossover study; Foot (prosody); Podiatry; Research design; Gait; Nursing; Alternative medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00551062,0.0002372341,0.0007919405,0.0003303913,0.0003142481,0.0002734267,0.0002036078,0.0001568416,0.00002895683],"category_scores_gemma":[0.002056197,0.0001791381,0.0002524705,0.0003412545,0.0002282951,0.0001859444,0.0000578189,0.0002066445,0.00001199956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006099926,"about_ca_system_score_gemma":0.000112421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.087366e-7,"about_ca_topic_score_gemma":7.452546e-7,"domain_scores_codex":[0.9971464,0.0006169715,0.0007730941,0.0003804249,0.0004897817,0.0005933628],"domain_scores_gemma":[0.9950049,0.003702029,0.00009087274,0.0002965897,0.0007587674,0.0001468437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9703751,0.0002331878,0.000001356326,0.002326986,0.0000636118,9.752566e-7,0.0003461451,0.005596552,0.007737491,0.002279703,0.008917579,0.002121316],"study_design_scores_gemma":[0.7143558,0.00164839,0.000004429721,0.0004215241,0.000004372334,8.738228e-7,0.0000229801,0.2321059,0.001061953,0.007908546,0.04229508,0.0001701693],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0001013162,0.000002615291,0.06265453,0.0003877637,0.0000315556,0.936408,0.00002141326,0.0003041475,0.00008865414],"genre_scores_gemma":[0.0001538973,6.588986e-7,0.02941968,0.00001023135,0.0001664308,0.9686578,0.00001914946,0.00007510593,0.001497076],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2560193,"threshold_uncertainty_score":0.7305039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1702786699784102,"score_gpt":0.5032256893515955,"score_spread":0.3329470193731853,"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."}}