{"id":"W4283742900","doi":"10.1158/1055-9965.epi-21-1440","title":"Epidemiology of Thyroid Cancer","year":2022,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":237,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Epidemiology; Thyroid cancer; Medicine; Thyroid; Epidemiology of cancer; Cancer; Internal medicine; Breast cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008403719,0.0004524845,0.0008777835,0.003232129,0.0009301929,0.001619615,0.0009265808,0.0009761722,0.009828283],"category_scores_gemma":[0.003542557,0.0002862241,0.001086338,0.006036059,0.0005590293,0.0008490571,0.001394667,0.001566555,0.002250368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003664602,"about_ca_system_score_gemma":0.003725227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08579898,"about_ca_topic_score_gemma":0.05599546,"domain_scores_codex":[0.9981725,0.0003709247,0.0002359766,0.000383084,0.0005842738,0.0002532255],"domain_scores_gemma":[0.9978923,0.0002876717,0.0007190272,0.0001342411,0.000712698,0.0002541087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003081962,0.0001285593,0.6409078,0.005738921,0.001100466,0.00101735,0.001365462,0.001317468,0.001466956,0.009323577,0.1340453,0.20328],"study_design_scores_gemma":[0.00006470383,0.0002143272,0.5818208,0.003134375,0.0005217897,0.005899019,0.001598252,0.00133361,0.0004183444,0.005555517,0.3993053,0.0001339273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2086699,0.4266484,0.01834631,0.01704625,0.003424896,0.001534689,0.1850795,0.001451898,0.1377982],"genre_scores_gemma":[0.7047476,0.1997005,0.007372369,0.005238455,0.002304931,0.0008949372,0.06233524,0.0002176737,0.01718838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08579898,"threshold_uncertainty_score":0.1705992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08902879204276708,"score_gpt":0.408731800516049,"score_spread":0.3197030084732819,"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."}}