{"id":"W3192201057","doi":"10.1002/lary.29816","title":"A <scp>Population‐Based</scp> Analysis of Outpatient Thyroidectomy: Safe and <scp>Under‐Utilized</scp>","year":2021,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Mount Sinai Hospital; Princess Margaret Cancer Centre; Queen's University; Sunnybrook Hospital; University Health Network; Health Sciences Centre; Toronto East General Hospital; University of Toronto; Dalhousie University; Women's College Hospital; Institute for Clinical Evaluative Sciences","funders":"Institut canadien d'information sur la santé; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Thyroidectomy; Retrospective cohort study; Odds ratio; Population; Cohort; Emergency department; Outpatient surgery; Surgery; Emergency medicine; Internal medicine; Ambulatory; Thyroid; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001228266,0.0003854656,0.0002743011,0.001072686,0.0006348097,0.0008638819,0.0007041841,0.0004715462,0.001713617],"category_scores_gemma":[0.002917328,0.0003841296,0.001143747,0.001743234,0.000549787,0.0004213469,0.0007054365,0.0005398883,0.0001910644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004415176,"about_ca_system_score_gemma":0.004072858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4274354,"about_ca_topic_score_gemma":0.453313,"domain_scores_codex":[0.9987817,0.0001892999,0.0001175541,0.0002880264,0.0003208298,0.0003024917],"domain_scores_gemma":[0.9969878,0.0002166349,0.001743008,0.000301377,0.0004355215,0.0003157567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001244634,0.00001315631,0.9986812,0.00002004988,0.0001637992,0.00003010036,0.00005795659,0.00003616248,0.00009266225,0.00002749864,0.000207926,0.0005448523],"study_design_scores_gemma":[0.00002441584,0.00008817673,0.9988161,0.00001153425,0.0001163525,0.00007296205,0.0001511515,0.0002735596,0.00003622139,0.00001762763,0.0003884713,0.00000344707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967236,0.0001581186,0.0002088528,0.00007330765,0.000006939929,0.00005743495,0.002196771,0.000005770664,0.0005692857],"genre_scores_gemma":[0.9984492,0.00005130505,0.0001630353,0.00004141549,0.000009400224,0.00003115063,0.001030717,0.000003002255,0.0002208254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4274354,"threshold_uncertainty_score":0.8498948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989047841082741,"score_gpt":0.271622120288396,"score_spread":0.2517316418775686,"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."}}