{"id":"W4408443994","doi":"10.1002/cnr2.70131","title":"Characteristics and Prognostic Markers of Aggressive Subtypes of Thyroid Cancer: A Retrospective Study","year":2025,"lang":"en","type":"article","venue":"Cancer Reports","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Lymphovascular invasion; Thyroid cancer; Internal medicine; Retrospective cohort study; Thyroid carcinoma; Pathological; Hazard ratio; Cancer; Gastroenterology; Follicular thyroid cancer; Thyroid; Papillary thyroid cancer; Oncology; Pathology; Confidence interval; Metastasis","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":[0.000597203,0.0002389337,0.000337325,0.00100202,0.0003954319,0.000419847,0.0002775762,0.0003344364,0.0008612486],"category_scores_gemma":[0.001713951,0.0003309033,0.0003062107,0.001495571,0.0002704557,0.0004472329,0.0003416539,0.0003351315,0.0001886198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004137584,"about_ca_system_score_gemma":0.0004520628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005289404,"about_ca_topic_score_gemma":0.004651956,"domain_scores_codex":[0.9995348,0.0000880088,0.00007130746,0.0001179216,0.0001162448,0.00007175675],"domain_scores_gemma":[0.9984079,0.0003225569,0.0007895491,0.0001283407,0.000156267,0.0001954347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003248183,0.000008380435,0.9992554,0.000003845334,0.00001012086,0.000127725,0.00003041766,0.00001495619,0.00005203221,0.000004422298,0.00002340594,0.0004370284],"study_design_scores_gemma":[0.000008471218,0.000132654,0.997216,0.000007725168,0.00002548427,0.001850318,0.0002564531,0.0001504781,0.00005638725,0.00001670128,0.0002744692,0.000004887038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993322,0.0002557907,0.00006018894,0.00000805757,0.00000183122,0.000009171764,0.0001917901,0.000002249447,0.0001386639],"genre_scores_gemma":[0.9994344,0.0001159473,0.00006302715,0.000007695785,0.000005743683,0.00001080948,0.0003098065,0.000001062944,0.00005161847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005289404,"threshold_uncertainty_score":0.01051724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008840266258835203,"score_gpt":0.2960143017846072,"score_spread":0.287174035525772,"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."}}