{"id":"W4399564174","doi":"10.1016/j.wneu.2024.06.021","title":"Restoring L4-S1 Lordosis Shape in Severe Sagittal Deformity: Impact of Correction Techniques on Alignment and Complication Profile","year":2024,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Toronto Western Hospital","funders":"","keywords":"Medicine; Lordosis; Sagittal plane; Complication; Deformity; Surgery; Orthodontics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005902903,0.0005045581,0.0005820759,0.000816281,0.0006207307,0.0009345453,0.000524228,0.0004965383,0.004425829],"category_scores_gemma":[0.002322263,0.0001569587,0.0005964507,0.0006762304,0.0004730003,0.0005365717,0.0005398374,0.0005966272,0.000741532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003158215,"about_ca_system_score_gemma":0.0005363183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009629214,"about_ca_topic_score_gemma":0.002263984,"domain_scores_codex":[0.9991008,0.0001041889,0.0001394555,0.0000869069,0.0003959876,0.0001726627],"domain_scores_gemma":[0.9987959,0.0003673176,0.0003697933,0.0001107856,0.0001670882,0.0001890898],"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":[0.009130141,0.003134618,0.3859208,0.0005485596,0.0006683019,0.006738686,0.0006269536,0.005318123,0.06075255,0.0008624452,0.001587799,0.5247111],"study_design_scores_gemma":[0.0002086697,0.01531695,0.8938252,0.0002168932,0.0004822985,0.05653264,0.001119209,0.006346165,0.01943925,0.001026074,0.005391275,0.00009553706],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946468,0.0009649189,0.001796699,0.000190067,0.00007506569,0.00002051207,0.0001132507,0.00005528551,0.002137411],"genre_scores_gemma":[0.9977951,0.000293262,0.0009793702,0.00003500813,0.00003435843,0.000006248244,0.00009798246,0.00004222335,0.0007165279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004425829,"threshold_uncertainty_score":0.01480585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0338943953015208,"score_gpt":0.3200323765750197,"score_spread":0.2861379812734989,"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."}}