{"id":"W4412892839","doi":"10.3390/cancers17152553","title":"Association Between BRAF V600E Allele Frequency and Aggressive Behavior in Papillary Thyroid Microcarcinoma","year":2025,"lang":"en","type":"article","venue":"Cancers","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; McGill University; Jewish General Hospital; Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; V600E; Thyroid carcinoma; Papillary thyroid cancer; Lymphovascular invasion; Thyroid; Internal medicine; Thyroid cancer; Lymph node; Pathology; Gastroenterology; Oncology; Metastasis; Cancer; Mutation; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006012343,0.000129374,0.0001593495,0.001039218,0.0002856454,0.0004508143,0.00028275,0.0002548856,0.001568118],"category_scores_gemma":[0.003151838,0.0001550819,0.0002066003,0.0009132109,0.0002693805,0.000250171,0.0002862713,0.0003337172,0.0001644283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005188616,"about_ca_system_score_gemma":0.0004947845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01227047,"about_ca_topic_score_gemma":0.0203189,"domain_scores_codex":[0.9995821,0.0000660573,0.00005755113,0.00008854015,0.0001217766,0.00008399025],"domain_scores_gemma":[0.9960293,0.001051965,0.001918673,0.0001621724,0.0003873429,0.0004506918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004256201,0.000005567847,0.9991327,0.000003670473,0.00001049361,0.0000605674,0.00002349951,0.00001590074,0.0001556086,0.000003795197,0.00002850266,0.0005171649],"study_design_scores_gemma":[0.000001810243,0.00002439437,0.9994552,0.000002585882,0.000008283635,0.0002632091,0.00005305909,0.00007158214,0.00004633947,0.000008018384,0.00006360481,0.000001994538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995365,0.0001069206,0.00002383774,0.00001994023,0.000001994516,0.000003714436,0.0001536478,0.000001760097,0.0001516051],"genre_scores_gemma":[0.9997652,0.00003571111,0.00003315528,0.000006366105,0.000003980113,0.000002208048,0.0001038711,7.664067e-7,0.00004872112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01227047,"threshold_uncertainty_score":0.02439809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037480784538317,"score_gpt":0.2736061984335962,"score_spread":0.263231390588213,"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."}}