{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001293533,0.0009155591,0.012537,0.000713432,0.0001148501,0.00003606967,0.0001603603,0.000350033,0.000562735],"category_scores_gemma":[0.000469043,0.0005619148,0.002772975,0.001290247,0.00009654666,0.0001402059,0.0001706402,0.0003255525,0.00007890042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006015776,"about_ca_system_score_gemma":0.0001878191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008898424,"about_ca_topic_score_gemma":0.00001139985,"domain_scores_codex":[0.9947091,0.0007054925,0.002632219,0.0009762904,0.0005662076,0.0004107401],"domain_scores_gemma":[0.9963371,0.0002841338,0.001229802,0.00138647,0.0003075653,0.0004549424],"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":[0.00003279745,0.0002197635,0.00001711229,0.7902382,0.1923463,0.0001183825,0.0001555301,4.407407e-8,0.000004557202,0.00003069097,0.01660165,0.0002349793],"study_design_scores_gemma":[0.0001708207,0.0003972834,0.00003336167,0.02511851,0.9221529,0.0001898272,0.00001488084,0.000003148125,0.000003381952,0.00000557906,0.05135116,0.0005591073],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001407379,0.9942423,0.00001050216,0.0002405547,0.0000901185,0.004443837,0.0005279374,0.00005795232,0.0002460561],"genre_scores_gemma":[0.0002358281,0.9939615,0.0001877955,0.0002624732,0.00008176245,0.0009909287,0.0007010827,0.00008197893,0.003496701],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7651197,"threshold_uncertainty_score":0.9996833,"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."}}