{"id":"W2231475364","doi":"10.1055/s-0035-1554345","title":"Risk Factors for Non-Neurological Complications in Adult Spinal Deformity Surgery: An International, Large-Scale, Prospective Multicenter Study","year":2015,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Complication; Surgery; Prospective cohort study; Incidence (geometry); Deformity; Spinal deformity; Retrospective cohort study","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":[0.001894204,0.0004977341,0.0004747687,0.001230043,0.0004545607,0.0006676558,0.0004581725,0.0005351214,0.001004015],"category_scores_gemma":[0.002436509,0.0003283012,0.0005267348,0.001736395,0.0004239347,0.0007769454,0.0006031595,0.0005009446,0.0001883424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257846,"about_ca_system_score_gemma":0.0004128806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386701,"about_ca_topic_score_gemma":0.001966443,"domain_scores_codex":[0.9991534,0.0002838391,0.0001521436,0.0001699435,0.000147559,0.00009310458],"domain_scores_gemma":[0.9971709,0.0004041192,0.001675417,0.0001744212,0.0001867207,0.0003884709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007627461,0.0000514507,0.9991089,0.0000139835,0.00003354439,0.00003607949,0.00003785154,0.000011984,0.00004527442,0.000004576702,0.00003208539,0.0005480337],"study_design_scores_gemma":[0.00001672912,0.0003121026,0.9989365,0.00001313402,0.0000347339,0.0003371203,0.0001700644,0.00006514028,0.00002332495,0.000007872311,0.00007923184,0.0000040738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989065,0.0004425718,0.0001249247,0.00002736113,0.000004709219,0.00003934318,0.0002542291,0.000003094793,0.0001972255],"genre_scores_gemma":[0.9988777,0.0002936934,0.0002602744,0.00003586267,0.00002681347,0.00004417764,0.0004159159,0.000001572615,0.00004390781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001894204,"threshold_uncertainty_score":0.01001763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0356922595666312,"score_gpt":0.3645312844138543,"score_spread":0.3288390248472231,"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."}}