{"id":"W4385564203","doi":"10.1002/ijc.34667","title":"Three‐dimensional nuclear architecture distinguishes thyroid cancer histotypes","year":2023,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba; CancerCare Manitoba","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo; Università degli Studi di Cagliari","keywords":"Thyroid carcinoma; Thyroid cancer; Thyroid; Thyroid neoplasm; Medicine; Pathology; Papillary thyroid cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003175905,0.0001524577,0.000133242,0.001312589,0.0001650502,0.0008990673,0.0001460065,0.0002847595,0.001050621],"category_scores_gemma":[0.0005627786,0.0002089341,0.0002484652,0.0004604466,0.0002739867,0.0002878099,0.0003287485,0.0001607249,0.0003688308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003422577,"about_ca_system_score_gemma":0.0001439801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002587637,"about_ca_topic_score_gemma":0.002952207,"domain_scores_codex":[0.9998577,0.00002640001,0.00001552051,0.00002972216,0.00004839174,0.00002229841],"domain_scores_gemma":[0.999723,0.00006766972,0.00006161134,0.00004607687,0.00007870132,0.00002291077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005892212,0.00002645785,0.4483176,0.0002235896,0.0001783321,0.0009828435,0.0008413856,0.004030029,0.4893673,0.001121854,0.000682745,0.05363869],"study_design_scores_gemma":[0.00001579818,0.0001197057,0.8723961,0.00004028902,0.0001413732,0.006471418,0.001163712,0.03238951,0.07775577,0.00134929,0.008064924,0.00009219444],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983997,0.00126433,0.01196778,0.00005650386,0.00001230779,0.00002257831,0.0005310181,0.000183845,0.001964539],"genre_scores_gemma":[0.9960784,0.0002204079,0.002989915,0.00001320815,0.000003781016,0.00001225791,0.0003492011,0.000018231,0.0003145806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002587637,"threshold_uncertainty_score":0.005145133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01713312075450294,"score_gpt":0.3216276691077922,"score_spread":0.3044945483532892,"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."}}