{"id":"W4205094671","doi":"10.33137/cpoj.v5i1.37456","title":"DIFFERENCES IN HIP MUSCLE STRENGTH AND STATIC BALANCE IN PATIENTS WITH TRANSFEMORAL AMPUTATIONS CLASSIFIED AT DIFFERENT K-LEVELS: A PRELIMINARY CROSS-SECTIONAL STUDY","year":2022,"lang":"en","type":"article","venue":"Canadian Prosthetics & Orthotics Journal","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Isometric exercise; Balance (ability); Medicine; Physical therapy; Physical medicine and rehabilitation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002688942,0.0002480921,0.0002825799,0.0005015988,0.0004252222,0.0001553587,0.0001861557,0.00006443272,0.00007107073],"category_scores_gemma":[0.00002646646,0.000228658,0.00004122596,0.000330114,0.0001232626,0.0001011995,0.0000410156,0.0007443632,9.160451e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008448941,"about_ca_system_score_gemma":0.0001978543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001757013,"about_ca_topic_score_gemma":0.01332948,"domain_scores_codex":[0.9980224,0.0001461242,0.0005925756,0.0002669665,0.000474473,0.000497441],"domain_scores_gemma":[0.9992006,0.0001015865,0.00008065175,0.0001619702,0.00009438708,0.0003608156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005546939,0.0003407887,0.9349924,0.00002883668,0.00002249088,0.00005270403,0.002978927,0.06090969,0.000006093981,0.00007880018,0.000007135673,0.0005266738],"study_design_scores_gemma":[0.002430941,0.001066232,0.962949,0.00002590817,0.00001605923,0.00003049538,0.0007624601,0.03205773,0.00000236371,0.0003506186,0.00003272585,0.0002754118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983431,0.00009240447,0.0001501196,0.0001028542,0.0003006122,0.0007216182,0.0002385935,0.000020639,0.0000300733],"genre_scores_gemma":[0.9993643,0.00001320645,0.0003896752,0.00003576191,0.00001402887,0.00005818972,0.00003415978,0.00004603279,0.00004466486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02885196,"threshold_uncertainty_score":0.9324402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416242643656919,"score_gpt":0.2150681861548391,"score_spread":0.2009057597182698,"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."}}