{"id":"W2773877669","doi":"10.1093/neuros/nyx479","title":"Cervical Alignment Changes in Patients Developing Proximal Junctional Kyphosis Following Surgical Correction of Adult Spinal Deformity","year":2017,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Kyphosis; Surgery; Lordosis; Sagittal plane; Cobb angle; Complication; Radiography; Deformity; Vertebra; Retrospective cohort study; Pelvic tilt; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001557645,0.0001659811,0.0003976714,0.000157668,0.0001670466,0.00003118978,0.0000710505,0.00009371442,0.00002720567],"category_scores_gemma":[0.0002848245,0.0001395343,0.0001915969,0.0001054905,0.0000447177,0.0001213238,0.00007583261,0.0001280185,0.000007631907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002000866,"about_ca_system_score_gemma":0.00008340877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001902882,"about_ca_topic_score_gemma":0.00008050593,"domain_scores_codex":[0.9985293,0.00004039021,0.0003502618,0.0003185287,0.0004918719,0.0002697096],"domain_scores_gemma":[0.9992357,0.00007617873,0.000206132,0.0002725767,0.0001077156,0.0001016292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005374575,0.0008347256,0.9865845,0.00004779736,0.00004162654,0.0001059202,0.00002129548,0.000002267491,0.00004168301,0.00003872177,0.0001790056,0.01156502],"study_design_scores_gemma":[0.002179355,0.0004765417,0.9856339,0.0004820383,0.00005767329,0.00002276348,0.0000118865,0.00007688502,0.01053119,0.000008079807,0.0004054749,0.0001141834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959732,0.00002348174,0.000003575607,0.001151527,0.002097517,0.0003496315,0.000004295739,0.00002197234,0.0003748375],"genre_scores_gemma":[0.9992806,0.0000544978,0.0000702142,0.0002937465,0.0001259363,0.0001090442,0.00001782211,0.00001688802,0.00003129549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01145083,"threshold_uncertainty_score":0.5690044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03085614434599401,"score_gpt":0.2917396294354118,"score_spread":0.2608834850894177,"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."}}