{"id":"W3186040635","doi":"10.3389/fendo.2021.717427","title":"Feasibility and Safety of Outpatient Thyroidectomy: A Narrative Scoping Review","year":2021,"lang":"en","type":"article","venue":"Frontiers in Endocrinology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Thyroidectomy; Ambulatory; Patient safety; Patient satisfaction; Outpatient surgery; Ambulatory care; Protocol (science); Health care; General surgery; Medical emergency; Nursing; Surgery; Thyroid; Alternative medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002097013,0.000153876,0.0009397187,0.000123531,0.00003717932,0.000002762323,0.00005342383,0.0000776145,0.00005768119],"category_scores_gemma":[0.001019069,0.0001431321,0.0001037098,0.0002934688,0.0002063591,0.00005310293,0.00008460689,0.0002745738,0.000002361948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009824923,"about_ca_system_score_gemma":0.0004251245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001241839,"about_ca_topic_score_gemma":0.00003275854,"domain_scores_codex":[0.9982942,0.0002705199,0.0005766923,0.0003941423,0.0001304326,0.0003340478],"domain_scores_gemma":[0.9991358,0.0001195061,0.0001313667,0.0003684588,0.0001279611,0.0001169135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009334121,0.000483291,0.9535549,0.00524491,0.0001526944,0.0007197009,0.002844518,0.00000412345,0.001459678,0.0003652861,0.02556125,0.008676182],"study_design_scores_gemma":[0.03806925,0.003519292,0.7138957,0.1296367,0.0009978109,0.004753908,0.02501386,0.0002563927,0.04253702,0.003612101,0.03515639,0.002551611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.480113,0.512961,0.0005994019,0.00207055,0.0007795409,0.001006728,0.00001397745,0.00003136812,0.002424408],"genre_scores_gemma":[0.8168145,0.1726705,0.007384545,0.002468718,0.00007035543,0.00007120954,0.00005549577,0.00002554253,0.0004391154],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3402905,"threshold_uncertainty_score":0.583676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02956806319502492,"score_gpt":0.3140272404558214,"score_spread":0.2844591772607964,"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."}}