{"id":"W2964756509","doi":"10.5430/jst.v9n2p32","title":"Cytologic, histologic and molecular findings of papillary thyroid carcinoma variants, one institution’s experience","year":2019,"lang":"en","type":"article","venue":"Journal of Solid Tumors","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroblastoma RAS viral oncogene homolog; Thyroid carcinoma; Cytology; Medicine; Thyroid cancer; Thyroid; Pathology; Molecular pathology; Carcinoma; Mutation; Cancer; Oncology; Cancer research; Internal medicine; Biology; Gene; Genetics; KRAS","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001491151,0.0001375535,0.0005742718,0.0001420769,0.00003390348,0.000007350393,0.0001002969,0.00006528137,0.0001018566],"category_scores_gemma":[0.00006772298,0.0001012524,0.0001235947,0.0001186698,0.0001285305,0.0001190104,0.000043138,0.0001721634,0.000007919704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001735217,"about_ca_system_score_gemma":0.0001722496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003154783,"about_ca_topic_score_gemma":9.521005e-7,"domain_scores_codex":[0.99885,0.00002909582,0.0004824767,0.0001610949,0.0002979386,0.0001794002],"domain_scores_gemma":[0.9991389,0.00003712879,0.0003620606,0.0001789266,0.000142455,0.0001405253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005466491,0.0007105068,0.8488321,0.0001879979,0.0002272663,0.002402813,0.0012518,0.00005337358,0.1423669,0.002237009,0.0005421398,0.0006414446],"study_design_scores_gemma":[0.003432208,0.003418868,0.8927383,0.000420928,0.0002082909,0.002617966,0.0005150603,0.0000217107,0.09572707,0.0002816098,0.0004624919,0.0001555029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892653,0.008897664,0.00004855916,0.000706316,0.0001836407,0.0001933817,0.000006024041,0.000006521878,0.0006925449],"genre_scores_gemma":[0.9978278,0.001015401,0.000725993,0.0003227401,0.00004629406,0.000004651,0.000001327208,0.000009104205,0.00004675057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04663978,"threshold_uncertainty_score":0.4128953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405605592266473,"score_gpt":0.2568240422719795,"score_spread":0.2427679863493148,"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."}}