{"id":"W7084090557","doi":"10.6084/m9.figshare.29964594","title":"Additional file 1 of Determination of lymph node metastasis using quantitative ultrasound elastography of papillary thyroid carcinoma nodule: a systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Geography and Education Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Thyroid carcinoma; Elastography; Lymph node metastasis; Ultrasound elastography; Metastasis; Ultrasound; Carcinoma","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004182232,0.000105886,0.0009630749,0.0004653546,0.0001255283,0.00001302174,0.0001585397,0.00005613628,0.722119],"category_scores_gemma":[0.009381427,0.00009143617,0.0007374799,0.002486003,0.00007972348,0.0001341277,0.00002444583,0.00003919799,0.000003429484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001428385,"about_ca_system_score_gemma":0.0001800952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001472682,"about_ca_topic_score_gemma":0.00004863877,"domain_scores_codex":[0.9981079,0.0007967447,0.0005173997,0.0001724406,0.0002981651,0.0001074218],"domain_scores_gemma":[0.9932746,0.005040184,0.0007367895,0.0001985201,0.0007107194,0.00003920881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001083472,0.0002829652,0.0003476706,0.3066531,0.05503273,0.000001052453,0.005116077,0.00003676562,0.00007514674,0.0005610334,0.6317937,0.00008892079],"study_design_scores_gemma":[0.0003929679,0.0001471015,0.0358528,0.06610332,0.8558141,0.000006657111,0.02607672,0.0003811645,0.0009344913,0.001598404,0.01161872,0.001073532],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000804616,0.01795902,0.00006589172,0.00002916201,0.000007385296,0.0003672498,0.9807121,0.000006047633,0.0007726512],"genre_scores_gemma":[0.08346625,0.0005471651,0.1643806,0.0005424033,0.00002744934,0.002920294,0.7473462,0.00002794377,0.0007416548],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8007814,"threshold_uncertainty_score":0.998963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08875991310900892,"score_gpt":0.3691089774736234,"score_spread":0.2803490643646145,"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."}}