{"id":"W4239844475","doi":"10.1002/0471463736.tnmp15.pub2","title":"Thyroid Cancer","year":2006,"lang":"en","type":"other","venue":"TNM Online","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Thyroid; Pathology; Medicine; Medullary cavity; Thyroid cancer; Follicular phase; Follicular cell; Medullary carcinoma; Thyroid 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":[0.0000141168,0.0002796825,0.0004859041,0.0001346877,0.00001548291,0.00000707656,0.00006862893,0.0002105935,0.01854767],"category_scores_gemma":[0.000005226746,0.0002135092,0.0001421596,0.000104506,0.00003960527,0.000007131095,0.00002502617,0.000170151,0.0002519682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001639364,"about_ca_system_score_gemma":0.0001623981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003858394,"about_ca_topic_score_gemma":0.006918951,"domain_scores_codex":[0.9990423,0.000008860484,0.0001669097,0.0003271928,0.0002197357,0.0002350232],"domain_scores_gemma":[0.9993402,0.00001296631,0.0001215363,0.0003955472,0.00002443925,0.0001053192],"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":[0.00001773402,0.0005670482,0.001158049,0.0000941751,0.0002109496,0.00009765958,0.00000503206,5.955017e-7,0.00002251652,0.00002726218,0.9876055,0.01019348],"study_design_scores_gemma":[0.001437244,0.0001507194,0.004627698,0.0007445114,0.0003558457,0.00001003952,0.000003376317,0.000003489015,0.0000587513,0.000009712957,0.9924086,0.0001899977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003040549,0.05824909,0.000005291161,0.002646931,0.0005383206,0.0006371886,0.0112519,0.0004481728,0.9259191],"genre_scores_gemma":[0.0003364176,0.006089448,0.0008649408,0.0009823991,0.003211306,0.0001620967,0.004521123,0.0005328808,0.9832994],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05738033,"threshold_uncertainty_score":0.9823495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01559546788158451,"score_gpt":0.3137078151438467,"score_spread":0.2981123472622622,"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."}}