{"id":"W2105011527","doi":"10.1016/j.spinee.2012.08.020","title":"Is level- and side-specific multifidus asymmetry a marker for lumbar disc pathology?","year":2012,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Multifidus muscle; Magnetic resonance imaging; Lumbar; Atrophy; Low back pain; Facet joint; Nerve root; Pathology; Anatomy; Radiology","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":[0.0008316687,0.0001786155,0.0003348298,0.0001065533,0.0002017173,0.00002980465,0.000125278,0.0001177072,0.0004093987],"category_scores_gemma":[0.0001870618,0.0001025313,0.0002098272,0.00009607141,0.0001593334,0.0001714877,0.00007645437,0.0004491868,0.00007365713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003579842,"about_ca_system_score_gemma":0.00002642776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003422547,"about_ca_topic_score_gemma":0.00000210954,"domain_scores_codex":[0.9987761,0.00008154668,0.0003584683,0.0001621769,0.0001517521,0.0004699106],"domain_scores_gemma":[0.9992663,0.000004701748,0.0001398695,0.000265287,0.00009748498,0.0002263459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001346542,0.0009824479,0.02557624,0.000194501,0.00057949,0.0003096756,0.004143682,5.713093e-7,0.4386932,0.002824059,0.2333136,0.2932479],"study_design_scores_gemma":[0.002342971,0.0005352362,0.9717103,0.00006844854,0.0001339657,0.007918989,0.0003159305,0.00008407711,0.001772649,0.0003606839,0.01462043,0.0001363283],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969208,0.007566586,0.008820856,0.009871608,0.0009168554,0.0003563722,0.00002728077,0.00002299594,0.003209437],"genre_scores_gemma":[0.9811891,0.000765999,0.007964192,0.003769692,0.001863215,0.00001972569,0.000007956109,0.0000361714,0.004383978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.946134,"threshold_uncertainty_score":0.4482628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07978942940791532,"score_gpt":0.3359083017741169,"score_spread":0.2561188723662016,"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."}}