{"id":"W3096790492","doi":"10.3390/cancers12113146","title":"Genetic Landscape of Papillary Thyroid Carcinoma and Nuclear Architecture: An Overview Comparing Pediatric and Adult Populations","year":2020,"lang":"en","type":"review","venue":"Cancers","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Institute in Oncology and Hematology; CancerCare Manitoba","funders":"Canadian Institutes of Health Research; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Thyroid carcinoma; Thyroid cancer; Medicine; Thyroid; Malignancy; Disease; Papillary thyroid cancer; Cancer; Population; Pathology; Oncology; Internal medicine; Bioinformatics; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00002906641,0.0003257514,0.001434815,0.000128894,0.00006271233,0.00001934739,0.00007840782,0.0001219589,0.00002924447],"category_scores_gemma":[0.00001354808,0.0002589507,0.000172757,0.000246229,0.0000547903,0.00002729883,0.00006826857,0.0002187244,0.000002634279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002728372,"about_ca_system_score_gemma":0.0004102169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003170898,"about_ca_topic_score_gemma":0.0000937662,"domain_scores_codex":[0.9987445,0.00005936302,0.0003964386,0.0004458751,0.0001646726,0.000189165],"domain_scores_gemma":[0.9991065,0.00003422973,0.0002387138,0.0002977497,0.00003901829,0.0002838469],"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":[0.00004913521,0.00004912791,0.04508317,0.0445983,0.0003847627,0.0001210913,0.0006787427,0.0000406167,7.092534e-7,0.0003638469,0.001495844,0.9071347],"study_design_scores_gemma":[0.003335914,0.001851588,0.09527866,0.008886766,0.01419945,0.0005116367,0.0001757619,0.0004068881,5.817471e-7,0.0000685188,0.8743256,0.0009586698],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0183582,0.9805574,0.000001650483,0.00005761752,0.00008579865,0.0006720412,0.00008876078,0.00002937355,0.0001491165],"genre_scores_gemma":[0.0303562,0.9685421,0.0004242531,0.0001013118,0.0003549257,0.00006207725,0.00009286137,0.00006169226,0.000004598678],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.906176,"threshold_uncertainty_score":0.9999863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06525002221288036,"score_gpt":0.3199111202797044,"score_spread":0.2546610980668241,"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."}}