{"id":"W4391231833","doi":"10.1097/brs.0000000000004930","title":"Lumbar Lordosis Redistribution and Segmental Correction in Adult Spinal Deformity","year":2024,"lang":"en","type":"article","venue":"Spine","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto","funders":"","keywords":"Medicine; Surgery; Lumbar; Lordosis; Deformity; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001234461,0.0002577807,0.0003879259,0.001119572,0.0002542133,0.0003924168,0.0003009321,0.0004093787,0.001143705],"category_scores_gemma":[0.003472216,0.0002188224,0.0004366821,0.001497494,0.0003611572,0.0004753896,0.0003889912,0.0003070594,0.0002305683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002761487,"about_ca_system_score_gemma":0.0003910862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001270209,"about_ca_topic_score_gemma":0.001628512,"domain_scores_codex":[0.9990299,0.0003103499,0.0001978513,0.0001748302,0.0002013055,0.00008588896],"domain_scores_gemma":[0.9957711,0.0006517275,0.002878411,0.0002097039,0.00026333,0.0002257975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001277738,0.00001527758,0.999252,0.00001004404,0.00002054016,0.00002821286,0.00001187762,0.00001800341,0.00002691189,0.000002574786,0.0000201791,0.0004665665],"study_design_scores_gemma":[0.00001368002,0.0002610678,0.9991307,0.000007422128,0.00001987566,0.0003604011,0.00004804375,0.00005877664,0.00003426254,0.000006258969,0.0000571836,0.000002527199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993041,0.0001978607,0.00006683923,0.000006957114,0.000001992802,0.00001394914,0.000279537,0.000002057017,0.0001266772],"genre_scores_gemma":[0.9994642,0.00005561614,0.00005587387,0.00000717541,0.000003869625,0.00001712107,0.0003637837,6.392208e-7,0.00003180523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001270209,"threshold_uncertainty_score":0.006528497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180892330625427,"score_gpt":0.2930161689031976,"score_spread":0.2812072455969434,"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."}}