{"id":"W4399133245","doi":"10.21037/map-24-ab164","title":"AB164. SOH24AB_155. The relationship between radiological paraspinal lumbar measures and clinical measures of sarcopenia in older patients with chronic lower back pain","year":2024,"lang":"en","type":"article","venue":"Mesentery and Peritoneum","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Sarcopenia; Radiological weapon; Lumbar; Medicine; Physical therapy; Back pain; Low back pain; Physical medicine and rehabilitation; Internal medicine; Surgery; Pathology; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001755529,0.000148414,0.0003436067,0.00007478309,0.00006684029,0.00002834135,0.00005566933,0.0001432739,0.00004083787],"category_scores_gemma":[0.0003883422,0.00007964592,0.00009652493,0.0001453294,0.0004953349,0.00008317248,0.00002953262,0.0003924434,0.000005753573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002848052,"about_ca_system_score_gemma":0.00006167535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002822295,"about_ca_topic_score_gemma":0.00008606146,"domain_scores_codex":[0.9981016,0.0007336989,0.0004262024,0.0003138373,0.0002493306,0.0001753649],"domain_scores_gemma":[0.9986051,0.001030022,0.00004743716,0.0001761483,0.00004750477,0.00009379527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001631442,0.0001283356,0.9903187,0.0005860306,0.00005974914,0.000005065166,0.0002707237,0.000001114203,0.00008241137,0.00004482184,0.0003533704,0.007986499],"study_design_scores_gemma":[0.0009949867,0.001440951,0.9954529,0.0008206293,0.00005124011,0.000004726429,0.00008403112,0.00009496506,0.000005359722,0.00008856512,0.0008633264,0.00009830109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994103,0.003032856,0.0001456878,0.001869235,0.0001337145,0.0005948569,0.00000763548,0.00001747547,0.00009557646],"genre_scores_gemma":[0.9993169,0.00015234,0.0000714795,0.0001030562,0.000200502,0.00001809746,0.00002625235,0.00001349706,0.00009787532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007888198,"threshold_uncertainty_score":0.3247866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04849905289859444,"score_gpt":0.3278673046205632,"score_spread":0.2793682517219688,"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."}}