{"id":"W4386041653","doi":"10.1016/j.spinee.2023.06.341","title":"P116. What degree of malalignment justifies performance of three-column osteotomy in revision lumbar spinal fusion?","year":2023,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Calgary","funders":"","keywords":"Medicine; Pseudarthrosis; Context (archaeology); Surgery; Spinal deformity; Osteotomy; Sagittal plane; Deformity; Radiography; Perioperative; Scoliosis; Cohort; Kyphosis; Retrospective cohort study; Logistic regression; Radiology; Internal medicine","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":[0.0008838729,0.0001424404,0.0004129248,0.0002477188,0.00009536374,0.00002848885,0.0001686318,0.00005224402,0.0002233396],"category_scores_gemma":[0.00006045286,0.0000854208,0.0001565812,0.0005110216,0.00008108431,0.0001728905,0.000103528,0.0002316888,0.00003325954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009697494,"about_ca_system_score_gemma":0.00008636797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004013412,"about_ca_topic_score_gemma":0.00002758895,"domain_scores_codex":[0.9984018,0.00005030488,0.0006015696,0.0001362598,0.00055998,0.0002500841],"domain_scores_gemma":[0.9991668,0.00001127212,0.0002964863,0.0003065055,0.0001302628,0.00008867618],"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":[0.0005845095,0.001875382,0.4105953,0.001364733,0.0004748415,0.0004043691,0.001486984,0.0006513993,0.04224247,0.0003504971,0.005510505,0.534459],"study_design_scores_gemma":[0.001925836,0.001888744,0.9827595,0.004892346,0.0001644295,0.0001827577,0.0006387174,0.0003966998,0.006819588,0.00004975763,0.0002058434,0.00007577638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992369,0.003913611,0.000007506114,0.002745677,0.000273769,0.0004630674,0.000001382619,0.00001112734,0.000214841],"genre_scores_gemma":[0.9803622,0.01895979,0.0002445504,0.00009132906,0.0001753481,0.00001793155,0.000002649048,0.00001489265,0.0001312702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5721642,"threshold_uncertainty_score":0.3483359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05897139060055547,"score_gpt":0.3190470951607028,"score_spread":0.2600757045601473,"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."}}