{"id":"W2099322935","doi":"10.1002/hed.21373","title":"Diminishing diagnosis of follicular thyroid carcinoma","year":2010,"lang":"en","type":"article","venue":"Head & Neck","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Follicular phase; Follicular carcinoma; Thyroid cancer; Incidence (geometry); Thyroid; Epidemiology; Thyroid carcinoma; Cohort; Cancer; Pathology; Oncology; Papillary carcinoma; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003275993,0.0001310016,0.000227331,0.001551623,0.0003893707,0.0008822902,0.0009882782,0.0005030751,0.003703982],"category_scores_gemma":[0.0282933,0.0001747233,0.0001609422,0.0008436848,0.0007344696,0.001103767,0.0009145435,0.0006370571,0.000798019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001352341,"about_ca_system_score_gemma":0.001037716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008088254,"about_ca_topic_score_gemma":0.006680484,"domain_scores_codex":[0.9975122,0.0006297422,0.0002350037,0.0003478236,0.001024272,0.0002509197],"domain_scores_gemma":[0.9841161,0.006498037,0.003386088,0.0007147337,0.004403711,0.0008813473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005876544,0.00001312851,0.9633945,0.00007635,0.00001013696,0.0003837913,0.0002879732,0.00006424858,0.000627421,0.0002625369,0.001900465,0.03292077],"study_design_scores_gemma":[0.00000727983,0.0001426041,0.9729111,0.0001833815,0.00003770825,0.01129765,0.001239212,0.0007060044,0.001101254,0.0006236319,0.01173884,0.00001132173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664159,0.008602495,0.001887606,0.005106584,0.0002132565,0.00003789493,0.0007491332,0.00008934168,0.01689781],"genre_scores_gemma":[0.996258,0.001830416,0.0006699085,0.000420682,0.0001841471,0.000007138219,0.0002818003,0.00000868903,0.0003392457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008088254,"threshold_uncertainty_score":0.01732528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738853139964373,"score_gpt":0.2821579039659096,"score_spread":0.2647693725662658,"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."}}