{"id":"W2315151363","doi":"10.1007/s00586-016-4503-7","title":"Paraspinal muscle asymmetry and fat infiltration in patients with symptomatic disc herniation","year":2016,"lang":"en","type":"article","venue":"European Spine Journal","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Neurosurgery; Disc herniation; Infiltration (HVAC); 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":[0.0002337693,0.00011573,0.0001731645,0.0001617481,0.00004420314,0.00002773001,0.00005071849,0.00002416164,0.0001272156],"category_scores_gemma":[0.0001148718,0.00006270164,0.00003465795,0.0001037063,0.0000428494,0.0002883163,0.00002421661,0.0001545064,0.00007077841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005075659,"about_ca_system_score_gemma":0.00001677878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001739326,"about_ca_topic_score_gemma":0.000004348547,"domain_scores_codex":[0.9990528,0.0001326691,0.0003157054,0.0001442323,0.0001840685,0.0001704816],"domain_scores_gemma":[0.9995558,0.000002159871,0.0001466767,0.0001130692,0.00007226992,0.0001100534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006745554,0.0002700896,0.898922,0.0000341405,0.00003541263,0.0001372037,0.0001555279,0.00000145094,0.01142178,0.00008113781,0.000913171,0.08796068],"study_design_scores_gemma":[0.004479387,0.002033904,0.9923988,0.0004757924,0.00002827171,0.0001443532,0.00002768066,0.00002730903,0.0001161871,0.00002097123,0.000153388,0.00009394362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992739,0.00005886199,0.0029367,0.0007890221,0.00008464784,0.0001270082,0.000001642061,0.00001823077,0.003244845],"genre_scores_gemma":[0.9982628,0.00002972582,0.0008372708,0.0003540685,0.0002116183,0.000001193906,0.000007002974,0.00002163573,0.0002747015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09347685,"threshold_uncertainty_score":0.2556899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008333296541352073,"score_gpt":0.2349646223344854,"score_spread":0.2266313257931334,"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."}}