{"id":"W4403027285","doi":"10.3390/curroncol31100441","title":"Molecular Markers in Follicular and Oncocytic Thyroid Carcinomas: Clinical Application of Molecular Genetic Testing","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Thyroid carcinoma; PTEN; PAX8; Cytology; Internal medicine; Thyroid; Thyroid cancer; Cancer; Cowden syndrome; Oncology; Carcinoma; Follicular phase; Gastroenterology; Pathology; Gynecology; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001281492,0.0001886105,0.0001776027,0.001810575,0.0001616215,0.0005439941,0.0003005278,0.0002502772,0.0009020215],"category_scores_gemma":[0.004190046,0.000116453,0.0001333179,0.0009100887,0.000446678,0.0005125348,0.0004462658,0.0002875496,0.0001575433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002458252,"about_ca_system_score_gemma":0.0002935051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008142739,"about_ca_topic_score_gemma":0.0009449999,"domain_scores_codex":[0.9995711,0.0001063288,0.00008314821,0.00006697771,0.000126435,0.00004598147],"domain_scores_gemma":[0.9977612,0.0009339383,0.0007383123,0.00008248208,0.0003550074,0.000128954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001080835,0.00002292301,0.9658167,0.00004706677,0.000015269,0.0009406436,0.000085976,0.0001765806,0.004268694,0.0001290558,0.0001631941,0.0282258],"study_design_scores_gemma":[0.00001936056,0.0002663778,0.9661688,0.0001238933,0.00008443982,0.02170223,0.0007695867,0.001955574,0.005173294,0.0004526757,0.003268371,0.0000153439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894845,0.00593895,0.001430558,0.0003143705,0.00002176318,0.00002924949,0.00020862,0.0000244922,0.002547397],"genre_scores_gemma":[0.9970305,0.001231187,0.001466429,0.00004087732,0.00001984045,0.000008284971,0.00009910494,0.000002491319,0.0001012845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001810575,"threshold_uncertainty_score":0.006777227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06420907289897011,"score_gpt":0.4054398140058373,"score_spread":0.3412307411068672,"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."}}