{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008572922,0.0001591373,0.0003664371,0.00006409726,0.00005543033,0.00001468973,0.00008741712,0.00009603482,0.0003094121],"category_scores_gemma":[0.00006570048,0.0001287091,0.0001920484,0.0001408309,0.00005758169,0.00006570242,0.00004009993,0.0002094023,0.00005332517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004219354,"about_ca_system_score_gemma":0.00008162638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005458063,"about_ca_topic_score_gemma":0.0002942694,"domain_scores_codex":[0.9989448,0.00001484456,0.0002581576,0.0002673242,0.0002580374,0.0002568541],"domain_scores_gemma":[0.9990819,0.00008736855,0.00008319104,0.0004896621,0.00007385451,0.000184067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006225109,0.0006382017,0.9720042,0.00008517116,0.00008448125,0.0001283506,0.0003228986,0.00000117453,0.01059985,0.0008036027,0.007629094,0.007640687],"study_design_scores_gemma":[0.002453217,0.0007936313,0.8524155,0.0001320318,0.0002189032,0.00005431633,0.00006074623,0.00002148025,0.1060486,0.00009796563,0.03756006,0.0001435573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913474,0.002181411,0.000003436817,0.002500053,0.0003187777,0.0003431948,0.00001816574,0.00004553546,0.003242019],"genre_scores_gemma":[0.9976854,0.0002712496,0.0009292578,0.000459283,0.0002471174,0.0001926493,0.00001930581,0.00002944878,0.0001662332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1195887,"threshold_uncertainty_score":0.5248605,"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."}}