{"id":"W4213383102","doi":"10.1002/lary.30056","title":"Incidental Parathyroidectomy Among Pediatric Patients Undergoing Thyroid Surgery","year":2022,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Parathyroidectomy; Neck dissection; Parathyroid gland; Thyroid; Thyroidectomy; Retrospective cohort study; Surgery; Hypoparathyroidism; Dissection (medical); Thyroid cancer; Parathyroid hormone; Cancer; Internal medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001362941,0.0003536154,0.0006287856,0.0003236463,0.0009967419,0.00006596559,0.0003367646,0.00007793413,0.0006196444],"category_scores_gemma":[0.0003440495,0.0002741715,0.000428892,0.00107683,0.0001181554,0.0002441392,0.0004986733,0.0008003602,0.0003512391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003623327,"about_ca_system_score_gemma":0.0005059076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000102691,"about_ca_topic_score_gemma":0.00003133636,"domain_scores_codex":[0.9965345,0.0004781222,0.0006338392,0.0005120887,0.0009898343,0.0008516439],"domain_scores_gemma":[0.9975011,0.001112804,0.0002906448,0.0006974822,0.00008308973,0.0003148323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000292489,0.0003621514,0.8651825,0.00002765418,0.00006752622,0.0001323678,0.0005011376,0.00004558651,0.0004245919,0.00006054849,0.1327749,0.0001285321],"study_design_scores_gemma":[0.002126905,0.0004977385,0.9811224,0.00001872164,0.0002426897,0.00010345,0.0006278433,0.00008626439,0.0004068845,0.0001083018,0.01414966,0.0005090894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890203,0.004430662,0.00001231004,0.0005347566,0.001052576,0.0006929199,0.00003562897,0.0002206114,0.004000181],"genre_scores_gemma":[0.9945394,0.0002624184,0.00002604341,0.002139697,0.0006848355,0.0001864277,0.0002227867,0.00008736502,0.001850979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1186252,"threshold_uncertainty_score":0.999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314902111012129,"score_gpt":0.2306114615347918,"score_spread":0.2174624404246706,"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."}}