{"id":"W4415263341","doi":"10.1007/s43390-025-01199-5","title":"Impact of cephalad versus caudal lumbar lordosis correction on spinal shape and outcomes of complex deformity spine surgery","year":2025,"lang":"en","type":"article","venue":"Spine Deformity","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Spinal deformity; Lordosis; Orthopedic surgery; Lumbar lordosis; Scoliosis; Deformity; Lumbar spine; Rachis","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":[0.0002553857,0.0003056636,0.001029196,0.0003855733,0.00008136219,0.00001065895,0.00007147298,0.0001292246,0.0001304866],"category_scores_gemma":[0.0003601347,0.0002187031,0.0005374102,0.0004865646,0.0001485651,0.0001092915,0.00007238785,0.0001654833,0.000005782202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003653569,"about_ca_system_score_gemma":0.000191719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002355801,"about_ca_topic_score_gemma":0.000321435,"domain_scores_codex":[0.9983705,0.00003596293,0.0006110029,0.0003354788,0.0003307566,0.0003163155],"domain_scores_gemma":[0.9988794,0.00007488239,0.0002769931,0.0004018882,0.0002141699,0.0001526151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009034221,0.001357999,0.9324909,0.0002024499,0.0006993532,0.000009685303,0.00002835288,0.000008892186,0.0003713168,0.0001141018,0.0006226612,0.06319089],"study_design_scores_gemma":[0.00361155,0.00278076,0.9862581,0.0003524803,0.0004089866,0.00002636053,0.00004145009,0.000283519,0.00601925,0.00002601996,0.00004598403,0.0001455108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970924,0.0002906179,0.00002045118,0.0002912089,0.0006454979,0.0005104349,0.00004215059,0.00004096605,0.001066301],"genre_scores_gemma":[0.9993285,0.0002098135,0.0001071616,0.0001014966,0.00004816052,0.00003335481,0.00006671021,0.00001579013,0.00008899504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06304538,"threshold_uncertainty_score":0.8918452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04400379010709164,"score_gpt":0.3595775995700829,"score_spread":0.3155738094629912,"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."}}