{"id":"W4317214485","doi":"10.1089/ct.2023;35.27-30","title":"Neoadjuvant Therapy: A New Idea in Multidisciplinary Intervention for High-Risk Thyroid Cancers","year":2023,"lang":"en","type":"article","venue":"Clinical Thyroidology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Multidisciplinary approach; Thyroid; Intervention (counseling); Thyroid cancer; General surgery; Section (typography); Internal medicine; Oncology; Gerontology; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002067641,0.000443902,0.0006979546,0.0006295816,0.0007997837,0.002039224,0.0008615617,0.001537559,0.003383163],"category_scores_gemma":[0.002873142,0.0001708229,0.0007730596,0.000420487,0.001552732,0.002749637,0.001646017,0.004794245,0.0005733376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268567,"about_ca_system_score_gemma":0.002366148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008153539,"about_ca_topic_score_gemma":0.003322434,"domain_scores_codex":[0.9991646,0.0003322627,0.00009880419,0.000130482,0.0001739182,0.000099903],"domain_scores_gemma":[0.9982431,0.0008206249,0.0001963071,0.00006823232,0.000236426,0.0004352634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001258078,0.0006011793,0.02000588,0.002287772,0.00027608,0.001844961,0.0007253131,0.002424292,0.008509634,0.04921808,0.05684842,0.8560002],"study_design_scores_gemma":[0.001030337,0.003118298,0.05281799,0.009004086,0.0009109093,0.01600649,0.003780496,0.008423823,0.003828782,0.1927532,0.7078596,0.0004659554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05032495,0.4394123,0.05551986,0.3750325,0.02357872,0.0001798911,0.0002384942,0.0003347917,0.05537841],"genre_scores_gemma":[0.560114,0.2101264,0.05947279,0.09156331,0.06576573,0.0005508076,0.0005328394,0.0002159129,0.01165812],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003383163,"threshold_uncertainty_score":0.01131779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08700870826401565,"score_gpt":0.4192741976971751,"score_spread":0.3322654894331595,"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."}}