{"id":"W7094997775","doi":"10.6084/m9.figshare.27377676.v1","title":"Datasets used in this work","year":2025,"lang":"","type":"dataset","venue":"Figshare","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); China; Feature (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001822327,0.001480964,0.001481718,0.003578734,0.001051497,0.001834499,0.002507403,0.001964675,0.05326673],"category_scores_gemma":[0.01322427,0.0003871453,0.001648305,0.005752603,0.0004396883,0.00112004,0.001472732,0.001765144,0.05947193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215432,"about_ca_system_score_gemma":0.002468049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008841954,"about_ca_topic_score_gemma":0.02291424,"domain_scores_codex":[0.998229,0.0004996778,0.0003051942,0.000481952,0.0003096708,0.0001745056],"domain_scores_gemma":[0.9960146,0.00163004,0.0003042223,0.0009178388,0.0008141918,0.0003191638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001508659,0.00005938609,0.001847675,0.0009569456,0.0000687405,0.00004827042,0.00003234906,0.0006911433,0.0001145444,0.0007460255,0.9886425,0.006641717],"study_design_scores_gemma":[0.0004243537,0.00007553479,0.007539283,0.0008377105,0.000131352,0.0002668482,0.000219836,0.00130153,0.0003700654,0.004365423,0.9844025,0.00006553882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005511763,0.0003357881,0.0004014948,0.0002468408,0.00008940807,0.0000907396,0.9965731,0.0004069994,0.001304413],"genre_scores_gemma":[0.0008813066,0.0001533936,0.0008913083,0.0001495038,0.00002322809,0.0003469485,0.9968663,0.00006113348,0.0006269232],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05326673,"threshold_uncertainty_score":0.178195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03996188874417272,"score_gpt":0.3191549629859444,"score_spread":0.2791930742417717,"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."}}