{"id":"W2795005213","doi":"10.1089/thy.2017.0543","title":"Systematic Review and Meta-Analysis of Unplanned Reoperations, Emergency Department Visits and Hospital Readmission After Thyroidectomy","year":2018,"lang":"en","type":"review","venue":"Thyroid","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Funnel plot; Meta-analysis; Emergency department; Confidence interval; Hospital readmission; Publication bias; Systematic review; Emergency medicine; Forest plot; MEDLINE; 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":[0.02046853,0.003359928,0.02279587,0.008404795,0.0009014211,0.003835439,0.002262123,0.002727285,0.003065545],"category_scores_gemma":[0.06150212,0.001859817,0.05136465,0.00799515,0.0008658651,0.002180995,0.001806066,0.002508417,0.0002580982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003874605,"about_ca_system_score_gemma":0.007021966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009476176,"about_ca_topic_score_gemma":0.01848918,"domain_scores_codex":[0.9814278,0.009291803,0.005455759,0.0014256,0.001920404,0.0004787137],"domain_scores_gemma":[0.9660681,0.02531698,0.004945668,0.0008259971,0.002536021,0.0003072621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009818582,0.00002313783,0.003085928,0.4621861,0.5231085,0.0001619956,0.0000809636,0.0005724614,0.0001207611,0.0001256668,0.0005482461,0.009004476],"study_design_scores_gemma":[0.0003246921,0.0001595666,0.002917456,0.03605448,0.9586291,0.0001245514,0.00004359959,0.0002165975,0.00008838474,0.0001834584,0.001235695,0.00002233832],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003342401,0.9948747,0.0004807702,0.0001788796,0.0001565596,0.0003428331,0.0004063945,0.00001957526,0.0001979539],"genre_scores_gemma":[0.1221911,0.8705277,0.003091949,0.0008378184,0.0002916641,0.001961194,0.0008105377,0.00002795579,0.0002599597],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02279587,"threshold_uncertainty_score":0.1082492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0395909454221853,"score_gpt":0.3414331100559608,"score_spread":0.3018421646337756,"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."}}