{"id":"W4242882922","doi":"10.1002/0471463736.tnmp15","title":"Thyroid Cancer","year":2003,"lang":"en","type":"other","venue":"TNM Online","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Thyroid; Pathology; Medicine; Medullary cavity; Thyroid cancer; Follicular phase; Follicular cell; Thyroid carcinoma; Medullary carcinoma; Anaplastic carcinoma; Cancer; Oncology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001851293,0.0002829288,0.0004977923,0.0001241021,0.00001585967,0.000006443881,0.00006290443,0.0002134571,0.07899886],"category_scores_gemma":[0.00001123877,0.000215829,0.0001374184,0.0001135149,0.00003795491,0.000007096688,0.00001741222,0.000184218,0.0004729091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001604214,"about_ca_system_score_gemma":0.0002074592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006378791,"about_ca_topic_score_gemma":0.001152014,"domain_scores_codex":[0.9990445,0.00001384184,0.0001568894,0.0003349305,0.0002090379,0.0002408056],"domain_scores_gemma":[0.999273,0.00001262209,0.0001138736,0.0004276326,0.00002544516,0.0001474309],"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":[0.00001624563,0.0005060608,0.0006739298,0.00009157496,0.0003046897,0.00008260606,0.000009542413,2.047178e-7,0.00002030331,0.0000527309,0.9900891,0.008153054],"study_design_scores_gemma":[0.001480748,0.0001739578,0.0009607041,0.00069072,0.000359256,0.00001644171,0.000007460442,0.000001352837,0.00007885759,0.000009729704,0.9960278,0.0001929145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001820407,0.07175095,0.000004661084,0.002377915,0.0007315499,0.0006624162,0.006575732,0.0003077835,0.917407],"genre_scores_gemma":[0.0001211599,0.01749351,0.001100888,0.002104097,0.001405987,0.0001678045,0.001566399,0.0005299202,0.9755102],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07852595,"threshold_uncertainty_score":0.9218431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017066896507091,"score_gpt":0.3238219650777746,"score_spread":0.3036512961127036,"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."}}