{"id":"W2793544342","doi":"10.1016/j.spinee.2018.02.001","title":"Incidence and risk factors of postoperative neurologic decline after complex adult spinal deformity surgery: results of the Scoli-RISK-1 study","year":2018,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"AOSpine; NuVasive; Stryker; Scoliosis Research Society","keywords":"Medicine; Spinal deformity; Incidence (geometry); Spinal surgery; Surgery; Deformity; Anesthesia","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":[0.002257943,0.0005216577,0.000548674,0.001138941,0.0003146572,0.0007379931,0.0005133951,0.0005778612,0.0008637523],"category_scores_gemma":[0.003849671,0.0002612187,0.000885948,0.001373052,0.0003175279,0.0005550954,0.0007454814,0.0006539969,0.0001591521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002929159,"about_ca_system_score_gemma":0.000470037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005105657,"about_ca_topic_score_gemma":0.005333338,"domain_scores_codex":[0.9991133,0.0003067013,0.000120901,0.000199345,0.0001745058,0.00008531226],"domain_scores_gemma":[0.9958181,0.0006800353,0.002156887,0.0003288169,0.0004118192,0.0006043772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001483617,0.00002188133,0.9992532,0.000006733405,0.00007248101,0.00001521451,0.00001640873,0.00001806909,0.00002184047,0.000003386172,0.00004663847,0.0003756795],"study_design_scores_gemma":[0.00002041039,0.0001199103,0.9994191,0.000006144568,0.00005435047,0.00008849431,0.00006595042,0.0001423835,0.00001591225,0.000005828516,0.00005912987,0.00000244791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988045,0.0002739161,0.0000641101,0.00003899061,0.000004231961,0.00001507972,0.0006465496,0.000002866064,0.0001496394],"genre_scores_gemma":[0.9984983,0.0001453136,0.00007902455,0.000018781,0.00001598156,0.00001563641,0.001161442,0.000001887557,0.00006363374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005105657,"threshold_uncertainty_score":0.01194131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03886702266071362,"score_gpt":0.3187706121690149,"score_spread":0.2799035895083012,"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."}}