{"id":"W2079175219","doi":"10.1007/s00586-014-3670-7","title":"Pedicle subtraction osteotomies (PSO) in the lumbar spine for sagittal deformities","year":2014,"lang":"en","type":"article","venue":"European Spine Journal","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Sagittal plane; Coronal plane; Surgery; Osteotomy; Kyphosis; Lordosis; Deformity; Lumbar; Neurosurgery; Radiology; Radiography","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":[0.001224462,0.0001516344,0.0002253357,0.0001379039,0.0001851012,0.0001038417,0.0001234413,0.00002504589,0.00007711868],"category_scores_gemma":[0.0002535757,0.0000905273,0.0001693386,0.0001219282,0.00004470312,0.0001624211,0.00002162594,0.0002705636,0.00006166545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008185833,"about_ca_system_score_gemma":0.00003373888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009242399,"about_ca_topic_score_gemma":0.00002618749,"domain_scores_codex":[0.9987629,0.0001596031,0.0003782005,0.000148126,0.000281462,0.0002697162],"domain_scores_gemma":[0.9994279,0.00002766713,0.0001544263,0.0001900589,0.00009389137,0.0001060913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007444089,0.005845592,0.3992456,0.0005274291,0.0007096186,0.001574834,0.007941567,0.0002098498,0.01347395,0.006637077,0.09560684,0.4674832],"study_design_scores_gemma":[0.003741558,0.001839272,0.952099,0.0001998147,0.0001153422,0.001767359,0.0006216173,0.0001030051,0.0006157443,0.00007834836,0.03871066,0.0001082443],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980547,0.0005949632,0.0005155898,0.00457973,0.0003972926,0.0004150277,0.000002145463,0.0000266624,0.0129216],"genre_scores_gemma":[0.9947067,0.0002481374,0.0009058246,0.001519563,0.00196439,0.00002050375,0.000009847844,0.00003332046,0.0005917263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5528534,"threshold_uncertainty_score":0.3691596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02615342444089078,"score_gpt":0.2916043790695202,"score_spread":0.2654509546286294,"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."}}