{"id":"W2512799244","doi":"10.1245/s10434-016-5439-1","title":"Incidence, Risk Factors, and Clinical Outcomes of Incidental Parathyroidectomy During Thyroid Surgery","year":2016,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Parathyroidectomy; Malignancy; Thyroidectomy; Incidence (geometry); Thyroid; Surgical oncology; Retrospective cohort study; Thyroid cancer; Neck dissection; Lymph node; Internal medicine; Medullary thyroid cancer; Dissection (medical); Lymphadenectomy; Parathyroid hormone; Surgery; Cancer; Calcium","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":[0.001984568,0.0003392034,0.002295223,0.0003440794,0.00007482379,0.000006152892,0.000148738,0.0004667426,0.00014913],"category_scores_gemma":[0.0010773,0.0001991979,0.000928111,0.0002846552,0.0009155681,0.0002140874,0.0001917761,0.0003634424,0.00002927765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003367941,"about_ca_system_score_gemma":0.0003306407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001915169,"about_ca_topic_score_gemma":0.00003659039,"domain_scores_codex":[0.9960445,0.0005914596,0.001828502,0.0005244036,0.0004573369,0.0005537687],"domain_scores_gemma":[0.9882774,0.009590293,0.0009165072,0.0004527165,0.0002559245,0.0005071189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001563223,0.0006645078,0.9838283,0.00002932358,0.0003924905,0.0004634322,0.00008024944,2.457254e-7,0.003720056,0.0001196777,0.005473157,0.003665328],"study_design_scores_gemma":[0.002501405,0.001000823,0.9654067,0.0000835434,0.0001190918,0.0002525662,0.00008867927,0.000001439986,0.01063967,0.0001587073,0.01951273,0.0002346046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936174,0.002187182,0.000006967655,0.002149898,0.0003427095,0.0002390187,0.000084041,0.00005071894,0.001322071],"genre_scores_gemma":[0.9629387,0.0362831,0.00006163251,0.0001547767,0.0001951691,0.000008381615,0.00001097377,0.00002869692,0.0003186331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03409592,"threshold_uncertainty_score":0.8123055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07283258353217108,"score_gpt":0.3858561230498792,"score_spread":0.3130235395177081,"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."}}