{"id":"W2892694129","doi":"10.1210/jc.2018-00774","title":"Clinical and Molecular Characteristics May Alter Treatment Strategies of Thyroid Malignancies in DICER1 Syndrome","year":2018,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Thyroid carcinoma; Thyroid cancer; Thyroidectomy; Germline mutation; Thyroid; Context (archaeology); Thyroid nodules; Pathology; Retrospective cohort study; Oncology; Internal medicine; Mutation; Gene; Biology; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.001780505,0.0002368281,0.002005822,0.0001571501,0.00004477706,0.00001119139,0.0002312269,0.0001488021,0.00006874607],"category_scores_gemma":[0.001687345,0.0001329649,0.0003638437,0.0001336687,0.002117319,0.00009577219,0.0001421304,0.0005795512,0.00001936108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001371559,"about_ca_system_score_gemma":0.0002806236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003484355,"about_ca_topic_score_gemma":0.00002729231,"domain_scores_codex":[0.9955648,0.0008432862,0.002733171,0.0001971053,0.0002928272,0.0003687836],"domain_scores_gemma":[0.9964783,0.001644945,0.0009477743,0.0003929049,0.0003665214,0.0001695415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006936691,0.003746364,0.7425051,0.0002487221,0.006659182,0.005407262,0.003645892,0.00000256828,0.01572676,0.009878125,0.0003934092,0.2048499],"study_design_scores_gemma":[0.004939289,0.003311056,0.9795749,0.0001223829,0.001220654,0.002008297,0.0007998904,0.00001475882,0.0007982134,0.001407858,0.005695216,0.0001074838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886624,0.005931132,0.00006076739,0.003722417,0.0006906557,0.0002538724,0.000009366248,0.000009146355,0.0006603081],"genre_scores_gemma":[0.9867117,0.0113491,0.0007085348,0.0005697638,0.0005271655,0.000004424801,8.113045e-7,0.00001932332,0.000109206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2370698,"threshold_uncertainty_score":0.7801349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05002965075444416,"score_gpt":0.3954445493587451,"score_spread":0.345414898604301,"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."}}