{"id":"W3200375355","doi":"10.1002/jsp2.1171","title":"Paraspinal muscle pathophysiology associated with low back pain and spine degenerative disorders","year":2021,"lang":"en","type":"review","venue":"JOR Spine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Low back pain; Pathological; Back pain; Sarcopenia; Degeneration (medical); Pathophysiology; Review article; Muscle atrophy; Physical medicine and rehabilitation; Atrophy; Pathology; Anatomy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000543224,0.0005182376,0.002487397,0.000153255,0.00008538848,0.00001990849,0.00007443322,0.0003980183,0.0001890184],"category_scores_gemma":[0.0009802516,0.0003270872,0.0004772234,0.0005414007,0.000216224,0.00004575144,0.000051715,0.0004627483,0.00002649789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299739,"about_ca_system_score_gemma":0.0002979045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000982811,"about_ca_topic_score_gemma":0.00004614089,"domain_scores_codex":[0.9973613,0.0008444638,0.0006026261,0.000642448,0.0002093163,0.0003398624],"domain_scores_gemma":[0.9987902,0.0001964206,0.0003550227,0.0003581519,0.0001154562,0.0001847639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005508447,0.0002560865,0.00001062954,0.03816478,0.0003288829,0.00001961454,0.00003127039,8.52433e-7,0.00002713365,0.00006668604,0.0001677241,0.9609208],"study_design_scores_gemma":[0.001943323,0.00513929,0.003947458,0.1037854,0.001352058,0.00001311441,0.00007509765,0.0002838811,8.226384e-7,0.00003983414,0.8825406,0.0008790069],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003747396,0.9973348,0.0003241337,0.0002308404,0.0001028923,0.001468274,0.0000156236,0.00004271501,0.0001059991],"genre_scores_gemma":[0.00005324633,0.9957148,0.001764088,0.0002048607,0.0002114057,0.0001885553,0.001099749,0.00007465398,0.0006886787],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9600418,"threshold_uncertainty_score":0.9999181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493853080211095,"score_gpt":0.3056706573331384,"score_spread":0.2907321265310275,"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."}}