{"id":"W4405267869","doi":"10.33137/cpoj.v7i2.44191","title":"OVERCOMING BARRIERS TO CYCLING FOR KNEE DISARTICULATION AND TRANSFEMORAL PROSTHESIS USERS: A PILOT STUDY IN THE NETHERLANDS","year":2024,"lang":"en","type":"article","venue":"Canadian Prosthetics & Orthotics Journal","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cycling; Prosthesis; Disarticulation; Knee prosthesis; Physical medicine and rehabilitation; Physical therapy; Engineering; Medicine; Amputation; Geography; 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":[],"consensus_categories":[],"category_scores_codex":[0.001078759,0.0002119043,0.000205188,0.000387624,0.0002923629,0.0005970403,0.0001582161,0.00006257244,0.000008925104],"category_scores_gemma":[0.0001480415,0.0001662861,0.00006555791,0.0003769682,0.00005106995,0.0001330796,0.000008520834,0.0003942554,0.000002631846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002047406,"about_ca_system_score_gemma":0.0002511919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001366205,"about_ca_topic_score_gemma":0.01016191,"domain_scores_codex":[0.9985722,0.00007434708,0.0004398677,0.0002096613,0.0002197727,0.0004841843],"domain_scores_gemma":[0.9990686,0.0001768896,0.00002149811,0.0001831467,0.00007392959,0.0004759699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002165022,0.0003102133,0.1942664,0.0007576764,0.0003822299,0.0005291539,0.1483488,0.5854192,0.001909734,0.007632248,0.0009291712,0.05929871],"study_design_scores_gemma":[0.004111208,0.01090765,0.0863414,0.001131243,0.0006653092,0.0009801768,0.02288889,0.8254166,0.0002587698,0.01390212,0.03123639,0.002160197],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892555,0.0006810896,0.005958642,0.001870568,0.0005038611,0.001579034,0.00003555118,0.00004652188,0.00006926234],"genre_scores_gemma":[0.9977216,0.00002475529,0.001776777,0.0002283752,0.00008999423,0.00006843104,0.000003804282,0.00006604935,0.00002025085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2399975,"threshold_uncertainty_score":0.6780952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782976131377721,"score_gpt":0.2513122160070759,"score_spread":0.2334824546932987,"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."}}