{"id":"W7084746151","doi":"10.82161/sr7x-bs88","title":"Relationship Between Ultrasonographic Assessment for Quadriceps Muscle and Physical Function After Total Knee Arthroplasty in Patients with Knee Osteoarthritis","year":2025,"lang":"en","type":"other","venue":"World Physiotherapy Congress Archive","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"WOMAC; Isometric exercise; Osteoarthritis; Quadriceps femoris muscle; Thigh; Anterior compartment of thigh; Anterior superior iliac spine; Vastus medialis; Quadriceps muscle","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008082787,0.0004220226,0.0007299093,0.0008128905,0.0001263722,0.00003714129,0.00003579617,0.0001320623,0.0002007362],"category_scores_gemma":[0.00001819858,0.0003663507,0.0001412261,0.0003456298,0.0002127089,0.00006935263,0.00002344152,0.0006167499,0.000009912693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006373922,"about_ca_system_score_gemma":0.000185957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008809022,"about_ca_topic_score_gemma":0.001060147,"domain_scores_codex":[0.9982342,0.0001803895,0.0002916153,0.0006137985,0.0003003926,0.0003795649],"domain_scores_gemma":[0.9983625,0.0008219125,0.0002323327,0.0003406509,0.00006308407,0.0001794754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001733269,0.0003519206,0.9580249,0.0008800222,0.0001936417,0.000003258215,0.0002214293,0.00000163039,0.000007786593,0.0004295329,0.003994439,0.03415822],"study_design_scores_gemma":[0.009736426,0.001581013,0.962789,0.00196543,0.0001620265,3.478787e-7,0.00001993671,0.00002013368,7.95596e-7,0.0002588497,0.02313298,0.0003330638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602761,0.001138425,0.001965173,0.0003686615,0.001258143,0.01133445,0.00166445,0.0003444938,0.02165011],"genre_scores_gemma":[0.9621713,0.00003271584,0.0009841977,0.0003685467,0.0006147122,0.001132059,0.0007958586,0.0002668859,0.03363372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03382516,"threshold_uncertainty_score":0.9998788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0153054877550833,"score_gpt":0.3177092878794417,"score_spread":0.3024038001243584,"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."}}