{"id":"W4393026252","doi":"10.1097/pxr.0000000000000339","title":"Use of standardized outcome measures for people with lower-limb amputation: A survey of prosthetic practitioners in Canada","year":2024,"lang":"en","type":"article","venue":"Prosthetics and Orthotics International","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Certification; Amputation; Benchmarking; Standardization; Best practice; Family medicine; Physical therapy; Surgery; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000334663,0.0001296336,0.0002378927,0.000147382,0.00001955102,0.00005345642,0.00007596429,0.00004349094,0.00000731898],"category_scores_gemma":[0.000169815,0.0001100654,0.00003939938,0.0001969742,0.00006549738,0.00009487021,0.00001814444,0.0001061827,1.683704e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001386599,"about_ca_system_score_gemma":0.0003739905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01225012,"about_ca_topic_score_gemma":0.2273363,"domain_scores_codex":[0.9988647,0.0000246314,0.0004727243,0.0001572908,0.0003484531,0.000132186],"domain_scores_gemma":[0.9989561,0.0003426257,0.00007671312,0.0001066116,0.0004736767,0.00004428912],"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":[0.0005608388,0.0001553776,0.5026665,0.001278191,0.0002796578,0.0000133924,0.001198157,0.4747421,0.0004486206,0.01289627,0.0001781213,0.005582832],"study_design_scores_gemma":[0.001489169,0.0006210953,0.2001861,0.0004819598,0.00008471419,0.00003920048,0.0002424733,0.7885825,0.001585465,0.001427199,0.00474972,0.0005104074],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614773,0.0003668601,0.03540567,0.0003700603,0.0007362729,0.000647677,0.0008835365,0.00003066927,0.00008190348],"genre_scores_gemma":[0.9927215,0.0001321871,0.00694896,0.0000114675,0.000008661694,0.0000288917,0.00007973039,0.00003037782,0.00003822795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3138404,"threshold_uncertainty_score":0.9943274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02610157134586733,"score_gpt":0.2606535342466881,"score_spread":0.2345519629008208,"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."}}