{"id":"W2093756841","doi":"10.1097/brs.0b013e31819f2080","title":"Reoperation After Primary Fusion for Adult Spinal Deformity","year":2009,"lang":"en","type":"article","venue":"Spine","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Surgery; Pseudarthrosis; Deformity; Spinal fusion; Retrospective cohort study; Cohort; Clinical endpoint; Arthrodesis; Spinal deformity; Kyphosis; Population; Complication; Implant; Comorbidity; Radiography; Internal medicine; Randomized controlled trial","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":[0.00005555441,0.00009171304,0.0001536099,0.00004381425,0.00004549826,0.00001159132,0.00002116014,0.00004851739,0.00006137283],"category_scores_gemma":[0.00004440197,0.00006514602,0.00008253031,0.00006852178,0.000008917737,0.00006467208,0.000007306635,0.0000408852,0.00002945293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009883707,"about_ca_system_score_gemma":0.00003395512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001009113,"about_ca_topic_score_gemma":0.00001290903,"domain_scores_codex":[0.9994268,0.000004902195,0.0001435065,0.0001624281,0.0001240525,0.0001382956],"domain_scores_gemma":[0.9995902,0.00000295422,0.0000277429,0.0001561395,0.0001525357,0.00007047159],"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":[0.004830449,0.004362513,0.1221787,0.0003711657,0.0001370907,0.0001365798,0.00021662,0.00000502172,0.01900449,0.003857117,0.01312087,0.8317794],"study_design_scores_gemma":[0.002325942,0.003081082,0.9818993,0.0001892085,0.00008915727,0.00002725213,0.000006863128,0.00005135515,0.0101408,0.0001585495,0.001952422,0.00007807372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988383,0.0005934967,0.0003670705,0.008229491,0.00009540401,0.000699576,0.000004576199,0.00004099214,0.001586413],"genre_scores_gemma":[0.9870206,0.0001012067,0.004236022,0.007867252,0.0002829552,0.0001393295,0.0000731039,0.000007351865,0.0002722265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8597206,"threshold_uncertainty_score":0.2656578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378609184085808,"score_gpt":0.2961230971615527,"score_spread":0.2823370053206946,"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."}}