{"id":"W4293779998","doi":"10.1038/s41598-022-18984-1","title":"Spinal degeneration is associated with lumbar multifidus morphology in secondary care patients with low back or leg pain","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Low back pain; Lumbar; Degeneration (medical); Medicine; Physical medicine and rehabilitation; Back pain; Physical therapy; Lumbar vertebrae; Anatomy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000415614,0.0002022816,0.0003632376,0.0007721997,0.0004071638,0.0005349189,0.0002684508,0.0004293975,0.002350923],"category_scores_gemma":[0.00270583,0.0002149828,0.0004018747,0.0007287373,0.0002898042,0.0002104281,0.0005635972,0.0004246431,0.0001981645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002784565,"about_ca_system_score_gemma":0.0003284139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006869638,"about_ca_topic_score_gemma":0.01391006,"domain_scores_codex":[0.9996229,0.0001119322,0.00004632859,0.00007455862,0.00007327869,0.00007087089],"domain_scores_gemma":[0.9984964,0.0002622201,0.000823026,0.00007543315,0.000148085,0.0001948818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003099939,0.00001216967,0.9994138,0.00000407258,0.0000175376,0.0000566259,0.0000250921,0.000006730495,0.00010578,0.000003762988,0.00002101939,0.0003024685],"study_design_scores_gemma":[0.000003087681,0.00003323939,0.9996198,0.000003913501,0.000008771717,0.0001709294,0.00006646181,0.00005502574,0.00001364795,0.000007708239,0.0000162738,9.566048e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996828,0.00008467779,0.00001657718,0.00003180254,0.000001852449,0.000002866255,0.00005200539,0.000001007125,0.0001264861],"genre_scores_gemma":[0.9998235,0.00002723711,0.0000175042,0.00001737124,0.000006387501,0.000002198515,0.00006695451,3.287701e-7,0.00003854993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006869638,"threshold_uncertainty_score":0.0136593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007471659643843765,"score_gpt":0.2377587137617188,"score_spread":0.2302870541178751,"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."}}