{"id":"W1974988242","doi":"10.1016/j.clon.2004.08.009","title":"The management of advanced thyroid cancer","year":2004,"lang":"en","type":"review","venue":"Clinical Oncology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Thyroid cancer; Anaplastic thyroid cancer; Medullary thyroid cancer; Thyroid; Cancer; Radiation therapy; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005425685,0.0003052549,0.002918496,0.00003900803,0.00006513215,0.000004833549,0.000277303,0.0004637102,0.00009273167],"category_scores_gemma":[0.00005424551,0.0001589229,0.001197506,0.000191194,0.0003561146,0.00001279484,0.0001534035,0.0005547095,0.0001045254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008620451,"about_ca_system_score_gemma":0.00152304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001996445,"about_ca_topic_score_gemma":0.00003224822,"domain_scores_codex":[0.9971818,0.0001849029,0.001630882,0.0004794889,0.0002064536,0.000316492],"domain_scores_gemma":[0.9968914,0.001233285,0.0009124806,0.000701941,0.00008020392,0.0001806979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009928858,0.0007912157,0.00002451562,0.008309774,0.002233972,0.0001786551,0.000004976288,9.895132e-7,1.146002e-8,0.001522113,0.001946319,0.9848882],"study_design_scores_gemma":[0.002634619,0.002159125,0.0004368559,0.01802696,0.006131326,0.00001942513,0.00001840964,7.764184e-8,3.394946e-7,0.000121481,0.9703268,0.0001245832],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001990622,0.9889084,0.000001779888,0.001153349,0.001689679,0.001624773,0.0000261708,0.00002511513,0.006550794],"genre_scores_gemma":[0.000025396,0.995517,0.0006036785,0.0002236326,0.0004021269,0.001241753,0.00002953929,0.00004314356,0.001913743],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9847636,"threshold_uncertainty_score":0.6480686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1450070388325739,"score_gpt":0.5322045826959654,"score_spread":0.3871975438633914,"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."}}