{"id":"W2004256584","doi":"10.1002/jso.20044","title":"A review of thyroid cancer with intermediate differentiation","year":2004,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Thyroid cancer; Thyroid; Cancer; Pathology; Radiology; Internal medicine; Oncology","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":[0.000310861,0.0003037743,0.004312817,0.00020419,0.00001478932,0.000004153575,0.0001396088,0.0002531806,0.0004510514],"category_scores_gemma":[0.00002751288,0.0001529079,0.0009936484,0.0002539188,0.0001054177,0.00004470582,0.00003407084,0.0006030256,0.000007510456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001314322,"about_ca_system_score_gemma":0.002681541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001473352,"about_ca_topic_score_gemma":0.000008554577,"domain_scores_codex":[0.9976099,0.0001832187,0.00146559,0.0001827989,0.000359866,0.0001986574],"domain_scores_gemma":[0.9963078,0.0002884833,0.002637696,0.0001852495,0.0003633572,0.0002174197],"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":[0.000244921,0.0008372385,0.00003750636,0.1234381,0.001333676,0.001394773,0.00001714219,4.454827e-7,2.099816e-7,0.00003439338,0.002323624,0.870338],"study_design_scores_gemma":[0.002181964,0.00313241,0.0000400733,0.3280354,0.005621832,0.002375711,0.000002136687,3.99605e-8,0.000001621582,0.000005628501,0.658522,0.0000812866],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003755252,0.99728,0.000005254494,0.001197524,0.000365509,0.0005624053,0.00002451273,0.000004751981,0.000522465],"genre_scores_gemma":[0.00005964154,0.9989125,0.0001040094,0.0002513182,0.0004801472,0.00007845362,0.00002546267,0.00003183335,0.00005668716],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8702567,"threshold_uncertainty_score":0.6235403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04046414964645222,"score_gpt":0.3914834463878146,"score_spread":0.3510192967413623,"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."}}