{"id":"W3170456128","doi":"10.1177/21514593211020700","title":"Associations Between Obesity With Low Muscle Mass and Physical Function in Patients With End-Stage Knee Osteoarthritis","year":2021,"lang":"en","type":"article","venue":"Geriatric Orthopaedic Surgery & Rehabilitation","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Body mass index; Osteoarthritis; Obesity; Internal medicine; Stair climbing; Sarcopenic obesity; Physical therapy; Sarcopenia; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003952142,0.0002475259,0.0005980095,0.000294377,0.0001376246,0.00003796893,0.00001997111,0.0001263649,0.00007585606],"category_scores_gemma":[0.0003589567,0.0002193206,0.0001493225,0.0009306535,0.00007891884,0.0003507406,0.00002053466,0.0002002632,0.00001183232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001830889,"about_ca_system_score_gemma":0.000298323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003785158,"about_ca_topic_score_gemma":0.0001472682,"domain_scores_codex":[0.9978796,0.0002243609,0.0004112236,0.0005471693,0.0005818871,0.0003557415],"domain_scores_gemma":[0.9979461,0.001067979,0.000201103,0.000278633,0.0003294634,0.0001766579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002681437,0.0004400287,0.8311194,0.00007026922,0.00003609896,0.00003635199,0.000297398,0.000003525699,0.00008874229,0.00002935453,0.0000126574,0.167598],"study_design_scores_gemma":[0.005682979,0.005657106,0.9873449,0.0001779616,0.0002416764,0.00000281157,0.0003060883,0.000004648002,0.00007050941,0.0001067433,0.0001786661,0.0002259578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981211,0.0001822809,0.0001085654,0.0001968255,0.0001930815,0.000841393,0.0001543756,0.00008897226,0.0001134316],"genre_scores_gemma":[0.9968679,0.00000782291,0.001035095,0.00004450354,0.0002026535,0.0001007576,0.001534076,0.000039127,0.0001680543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1673721,"threshold_uncertainty_score":0.8943633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005258798644702353,"score_gpt":0.2037417626692753,"score_spread":0.198482964024573,"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."}}