{"id":"W2989518663","doi":"10.1016/j.jspd.2019.01.012","title":"An Updated Algorithm for Radiographic Screening of Upper Cervical Instability in Patients With Down Syndrome","year":2019,"lang":"en","type":"article","venue":"Spine Deformity","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Radiography; Myelopathy; Cervical spine; Spinal cord compression; Cervical vertebrae; Cord; Orthopedic surgery; Retrospective cohort study; Radiology; Confidence interval; Surgery; Spinal cord; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001994974,0.001882866,0.001631526,0.009025093,0.001335774,0.002325413,0.002324787,0.002959775,0.007760484],"category_scores_gemma":[0.00732757,0.0007326004,0.002677025,0.002190527,0.0005045083,0.002378713,0.001776528,0.00309236,0.001990948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002217489,"about_ca_system_score_gemma":0.00342598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02282562,"about_ca_topic_score_gemma":0.03008171,"domain_scores_codex":[0.9978319,0.0004210371,0.00077129,0.0002780319,0.0004806738,0.0002170945],"domain_scores_gemma":[0.9957219,0.0007032141,0.0004133147,0.00007323879,0.002766944,0.0003212231],"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":[0.0004992573,0.0009696963,0.3270693,0.0006672295,0.0004484965,0.01122903,0.0005352575,0.006498414,0.003024251,0.004877793,0.2548007,0.3893807],"study_design_scores_gemma":[0.0009652195,0.001330411,0.6080868,0.007329877,0.001707441,0.09904343,0.002898239,0.05247765,0.005357252,0.01609148,0.2039188,0.0007935383],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2270234,0.1003875,0.2596011,0.1410257,0.01214559,0.008507664,0.02841082,0.01057426,0.2123239],"genre_scores_gemma":[0.3576709,0.02565215,0.5456214,0.01645175,0.003279384,0.004022549,0.02105726,0.0006500199,0.02559457],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02282562,"threshold_uncertainty_score":0.04538554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006266860686829212,"score_gpt":0.2556558810543355,"score_spread":0.2493890203675062,"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."}}