{"id":"W2777407140","doi":"10.4184/asj.2017.11.6.880","title":"Prevalence and Complications of Postoperative Transfusion for Cervical Fusion Procedures in Spine Surgery: An Analysis of 11,588 Patients from the American College of Surgeons National Surgical Quality Improvement Program Database","year":2017,"lang":"en","type":"article","venue":"Asian Spine Journal","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Confidence interval; Odds ratio; Surgery; Blood transfusion; 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":[0.00143924,0.0002570802,0.0005782676,0.001716178,0.0004556778,0.0006612262,0.0005451724,0.0004782001,0.000739097],"category_scores_gemma":[0.003709111,0.0004429222,0.0007106697,0.002525035,0.0003010902,0.0006499193,0.0006659111,0.0006170654,0.0001114157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008706358,"about_ca_system_score_gemma":0.0009358258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01250318,"about_ca_topic_score_gemma":0.01508939,"domain_scores_codex":[0.9985739,0.0002558617,0.0003184016,0.0003084395,0.0003814987,0.0001618872],"domain_scores_gemma":[0.996111,0.0005313749,0.002413602,0.0002356251,0.0004181624,0.00029037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002930097,0.000015269,0.9994864,0.000008986382,0.00004017473,0.00002306365,0.00002808157,0.00001169019,0.00002195461,0.000003863495,0.00005219619,0.0002789661],"study_design_scores_gemma":[0.00001004771,0.00004771563,0.9993491,0.00001052451,0.00003475905,0.0001783795,0.0001422615,0.0001341246,0.00001795838,0.000004981628,0.00006687808,0.000003393616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983614,0.0002736959,0.00006698571,0.00003282577,0.000003261525,0.0000163281,0.001141863,0.000002510646,0.0001011114],"genre_scores_gemma":[0.9979334,0.0002359886,0.0001405969,0.0000449357,0.000007580484,0.00003060377,0.001568499,0.000001771493,0.00003658036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01250318,"threshold_uncertainty_score":0.0248608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03237227707695851,"score_gpt":0.3680192874079031,"score_spread":0.3356470103309446,"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."}}