{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09391109,0.007554402,0.01337188,0.005154571,0.004392403,0.006623059,0.004181219,0.01224799,0.06254582],"category_scores_gemma":[0.1074192,0.003926897,0.006495894,0.00600087,0.004410017,0.005205078,0.002371795,0.01001034,0.01155843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006118755,"about_ca_system_score_gemma":0.01914369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00199196,"about_ca_topic_score_gemma":0.004157077,"domain_scores_codex":[0.9156618,0.05908535,0.01021521,0.003694509,0.007841038,0.003502127],"domain_scores_gemma":[0.9446989,0.02286544,0.01083792,0.006299422,0.01126753,0.004030757],"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":[0.6916705,0.01715126,0.002680771,0.09213253,0.006454404,0.0008086304,0.001634102,0.004499133,0.002928432,0.02425798,0.05708399,0.09869827],"study_design_scores_gemma":[0.8717974,0.01865538,0.003570083,0.02177284,0.002350812,0.0002084338,0.0004954485,0.006872408,0.001507652,0.01249401,0.06002706,0.0002484346],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004132469,0.0002609019,0.001586614,0.0001722865,0.000240068,0.9965562,0.0003663891,0.00006427993,0.0003401132],"genre_scores_gemma":[0.0007733143,0.00007258407,0.00235575,0.0001279952,0.00002549742,0.9965124,0.00004308156,0.000003936233,0.00008549713],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09391109,"threshold_uncertainty_score":0.4966552,"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."}}