{"id":"W4408431621","doi":"10.1007/s00586-025-08789-x","title":"Does sagittal alignment after spinal reconstruction following en bloc tumor resection impact revision rate? A preliminary long-term retrospective study","year":2025,"lang":"en","type":"article","venue":"European Spine Journal","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Neurosurgery; Retrospective cohort study; Resection; Surgery; Sagittal plane; Term (time); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001274779,0.0003453159,0.0005716548,0.0009837637,0.0006068239,0.0009892513,0.0004981839,0.0007004797,0.002370838],"category_scores_gemma":[0.004108971,0.0002982264,0.001290996,0.001485887,0.0008296963,0.0009111293,0.0004904171,0.0007428911,0.0006194273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004112898,"about_ca_system_score_gemma":0.000492683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002530378,"about_ca_topic_score_gemma":0.003687956,"domain_scores_codex":[0.9991105,0.0001504096,0.0002170793,0.0002269594,0.0001315775,0.0001633937],"domain_scores_gemma":[0.9950957,0.0008621494,0.00242533,0.0006170406,0.0005805728,0.0004192264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004337138,0.00007166358,0.9963786,0.00003180829,0.0001628583,0.0002970022,0.0001365347,0.00003524431,0.0001813285,0.00001734449,0.00006368355,0.002190326],"study_design_scores_gemma":[0.00000938012,0.000662569,0.9971114,0.00002161867,0.0001893138,0.0009550256,0.000422535,0.00006404527,0.0001232383,0.00003510325,0.0003921178,0.0000135868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998363,0.000831518,0.0001453676,0.00003004787,0.00002022117,0.00001163394,0.0002819724,0.000002080038,0.0003142055],"genre_scores_gemma":[0.9987073,0.0003174862,0.00006953486,0.00004234749,0.00003599926,0.00001279877,0.0005974191,0.0000043531,0.0002128842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002530378,"threshold_uncertainty_score":0.007931232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01065939970308469,"score_gpt":0.3191267875549162,"score_spread":0.3084673878518316,"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."}}