{"id":"W4306154298","doi":"10.1530/etj-22-0180","title":"Pediatric thyroid cancer guidelines: challenges in stratifying care based on limited data","year":2022,"lang":"en","type":"article","venue":"European Thyroid Journal","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Children's Hospital of Philadelphia","keywords":"Medicine; Thyroid cancer; Thyroid nodules; Task force; Thyroid; Family medicine; Pediatrics; Internal medicine; Public administration","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08723104,0.0008428664,0.002144475,0.01145616,0.00196221,0.007410077,0.006770428,0.003239652,0.004665253],"category_scores_gemma":[0.350909,0.0008768435,0.001429525,0.009303743,0.001765833,0.008983972,0.006497764,0.007879748,0.001939883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006978158,"about_ca_system_score_gemma":0.02924153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0329438,"about_ca_topic_score_gemma":0.07461329,"domain_scores_codex":[0.9106489,0.04660542,0.02653341,0.002657301,0.01145858,0.00209641],"domain_scores_gemma":[0.6246624,0.2087827,0.02687,0.009690787,0.1162261,0.0137679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007406866,0.0001111434,0.04494007,0.005952742,0.0003151939,0.000716539,0.003000667,0.001783757,0.0002059235,0.02052441,0.5482601,0.3741155],"study_design_scores_gemma":[0.0001732453,0.0001948603,0.0406523,0.1321958,0.0007211854,0.001833358,0.01037721,0.007431543,0.0004926077,0.0658869,0.739756,0.0002848817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01089138,0.1784841,0.03994576,0.7260178,0.007629268,0.0016409,0.01048942,0.0006511907,0.02425018],"genre_scores_gemma":[0.1940111,0.2018361,0.392458,0.1582059,0.01639412,0.005791695,0.02753429,0.001142847,0.0026259],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08723104,"threshold_uncertainty_score":0.4613274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3038949674369842,"score_gpt":0.4454162084511968,"score_spread":0.1415212410142126,"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."}}