{"id":"W4385483233","doi":"10.3390/curroncol30080532","title":"Prevalence of Occult Central Lymph Node Metastasis by Tumor Size in Papillary Thyroid Carcinoma: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occult; Medicine; Thyroid carcinoma; Meta-analysis; Neck dissection; Metastasis; Stage (stratigraphy); Lymph node; Oncology; Carcinoma; Internal medicine; Pathology; Radiology; Thyroid; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007465179,0.001760179,0.01105409,0.006539686,0.0005594215,0.00223515,0.001723423,0.001580795,0.002527035],"category_scores_gemma":[0.02196393,0.00105632,0.02390936,0.007889211,0.0005034572,0.00112501,0.001092983,0.0009196316,0.0002203682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001887406,"about_ca_system_score_gemma":0.003134678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006891883,"about_ca_topic_score_gemma":0.01654376,"domain_scores_codex":[0.9953355,0.001681784,0.001528654,0.0006546186,0.0006127672,0.0001867899],"domain_scores_gemma":[0.9851177,0.01127201,0.001989989,0.0004185099,0.001022635,0.000179193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001134326,0.00002282421,0.01550647,0.5030029,0.4615376,0.0002650351,0.0001390635,0.0006170335,0.0003629157,0.0001463003,0.001120018,0.0161456],"study_design_scores_gemma":[0.0001562923,0.0001378917,0.01041773,0.03420739,0.9520351,0.000221727,0.00006126819,0.000192935,0.0001321122,0.0001637381,0.002247465,0.00002632495],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005048997,0.9936838,0.0002779797,0.0001345219,0.00007709564,0.00008338713,0.0005071627,0.00001403511,0.0001730061],"genre_scores_gemma":[0.1771723,0.8188718,0.001344963,0.0005890258,0.0002090362,0.00056988,0.0009486019,0.00002378495,0.0002705411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01105409,"threshold_uncertainty_score":0.03948015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.169258314536399,"score_gpt":0.4266417034664145,"score_spread":0.2573833889300154,"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."}}