{"id":"W3046878523","doi":"10.1002/lary.28937","title":"Patterns and Predictors of Metastatic Spread to the Neck in Pediatric Thyroid Carcinoma","year":2020,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Neck dissection; Thyroid carcinoma; Thyroid; Surgery; Malignancy; Dissection (medical); Carcinoma; 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":[0.0001213399,0.0001253244,0.0002675411,0.00003949976,0.00003425984,0.00001091111,0.0001304693,0.00001884784,0.00004397926],"category_scores_gemma":[0.00004705137,0.00006295987,0.00004868579,0.000285609,0.00002351338,0.00003147782,0.00009569788,0.000119767,0.0000233843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002500004,"about_ca_system_score_gemma":0.00005078064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006126611,"about_ca_topic_score_gemma":0.0002275511,"domain_scores_codex":[0.9991643,0.00006282324,0.0002115608,0.0001924237,0.0001918707,0.0001770466],"domain_scores_gemma":[0.99944,0.0001032208,0.00005638511,0.0002541184,0.00002105169,0.0001252015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001304644,0.000101262,0.9911451,0.000117196,0.00005778212,0.0000336555,0.003431606,0.00002164901,0.0001549928,0.00004494378,0.004095987,0.0006653353],"study_design_scores_gemma":[0.001317085,0.0009318385,0.9941647,0.00003772162,0.0003092569,0.000007975524,0.0002599776,0.00005577814,0.00143283,0.00001207683,0.001408858,0.00006192122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719799,0.004292901,0.0000115195,0.02259446,0.00006237672,0.000733949,0.00004437602,0.00001487055,0.0002656084],"genre_scores_gemma":[0.9959412,0.0009698724,0.00005298961,0.002691943,0.000200185,0.00008449387,0.000006740906,0.00001674314,0.00003581537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02396128,"threshold_uncertainty_score":0.2567429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932173987961558,"score_gpt":0.253092550361311,"score_spread":0.2337708104816954,"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."}}