{"id":"W311010614","doi":"10.1016/j.math.2015.05.003","title":"Neuromuscular ultrasound imaging in low back pain patients with radiculopathy","year":2015,"lang":"en","type":"article","venue":"Manual Therapy","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Sciatica; Biceps; Sciatic nerve; Ultrasound; Low back pain; Hamstring; Anatomy; Physical medicine and rehabilitation; Physical therapy; Radiology; Pathology","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":[0.0007768928,0.00015044,0.0001993644,0.0001064134,0.00002336062,0.00001824446,0.0000620496,0.00004064506,0.00008146581],"category_scores_gemma":[0.0001492561,0.0001008402,0.00006136256,0.0002049922,0.00008142566,0.0001011398,0.000007554542,0.0001364026,0.00005770983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000690583,"about_ca_system_score_gemma":0.00003647325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004499885,"about_ca_topic_score_gemma":0.000006365536,"domain_scores_codex":[0.9987198,0.0002786498,0.0001971275,0.0002467473,0.0003362613,0.0002213842],"domain_scores_gemma":[0.9993466,0.0001166862,0.00004513599,0.0002466086,0.00009844088,0.0001465374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005867584,0.0006834752,0.961049,0.000154854,0.00002005148,0.00001629383,0.001735083,0.00004799419,0.00143022,0.000018803,0.0009911061,0.03326638],"study_design_scores_gemma":[0.007471747,0.001125127,0.985174,0.0001826004,0.000003944418,0.00000305743,0.0004085613,0.000208992,0.00008881453,0.0001724397,0.004980905,0.0001798292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969594,0.000245443,0.000230892,0.0005830551,0.0001035754,0.0006893196,0.000001594188,0.00003816187,0.001148534],"genre_scores_gemma":[0.9974585,0.00002693083,0.0004714967,0.001610161,0.0000816002,0.00002085423,0.00007148307,0.00002956537,0.0002294573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03308656,"threshold_uncertainty_score":0.4112145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009511769851047507,"score_gpt":0.2495281942273296,"score_spread":0.240016424376282,"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."}}