{"id":"W2788463873","doi":"10.1007/s10143-018-0951-3","title":"Pseudarthrosis in adult and pediatric spinal deformity surgery: a systematic review of the literature and meta-analysis of incidence, characteristics, and risk factors","year":2018,"lang":"en","type":"review","venue":"Neurosurgical Review","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Queen's University","funders":"Queen's University","keywords":"Pseudarthrosis; Medicine; Scoliosis; Meta-analysis; Spinal fusion; Incidence (geometry); Kyphosis; Complication; Surgery; Deformity; Systematic review; Spinal deformity; MEDLINE; Internal medicine; Radiography","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001728465,0.0006540453,0.01615965,0.0004093638,0.00005210789,0.00003250581,0.0001591218,0.0002200398,0.0000502883],"category_scores_gemma":[0.005345907,0.000287232,0.003403387,0.002722295,0.0001953147,0.00006780569,0.0001787168,0.0004421608,0.000001378606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003872324,"about_ca_system_score_gemma":0.0001281645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000431404,"about_ca_topic_score_gemma":0.00001124995,"domain_scores_codex":[0.9940723,0.00153623,0.002862154,0.0006901816,0.0006013489,0.0002378457],"domain_scores_gemma":[0.9941592,0.001570746,0.002858517,0.0008773013,0.0003244566,0.0002098304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00000398824,0.0001249932,0.02277802,0.9647765,0.009616226,0.00002097523,0.000009443318,6.990544e-10,2.242919e-9,0.00001083795,0.00005321367,0.00260576],"study_design_scores_gemma":[0.00005993155,0.00008777961,0.01403262,0.4630199,0.5203137,0.00009633074,4.141528e-7,3.082304e-7,7.667067e-8,9.81946e-7,0.002262513,0.0001254609],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00539722,0.9901283,8.913271e-8,0.0001068345,0.00004112368,0.003848654,0.0004662727,0.000006327135,0.000005180151],"genre_scores_gemma":[0.002102671,0.9969706,0.000007962073,0.0004209984,0.00002178325,0.0003882847,0.00005186788,0.00002666013,0.000009153579],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5106974,"threshold_uncertainty_score":0.999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06821715755032845,"score_gpt":0.3477502769455706,"score_spread":0.2795331193952422,"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."}}