{"id":"W4407081442","doi":"10.1080/1750743x.2025.2455922","title":"Exploring the role of immunotherapy in the management of follicular cell-derived thyroid cancer","year":2025,"lang":"en","type":"review","venue":"Immunotherapy","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cancer immunotherapy; Immunotherapy; Thyroid cancer; Follicular phase; Medicine; Follicular cell; Cancer research; Follicular thyroid cancer; Thyroid; Oncology; Immunology; Cancer; Internal medicine; Papillary thyroid cancer","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":[0.0005236948,0.0005059263,0.001111546,0.001664701,0.0001984635,0.0007895438,0.0005816167,0.0008087446,0.002829052],"category_scores_gemma":[0.0007443275,0.0001668043,0.0006809913,0.001335622,0.0002367849,0.0007985336,0.0004740974,0.001335635,0.0008289401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005095884,"about_ca_system_score_gemma":0.001007045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008754,"about_ca_topic_score_gemma":0.002092455,"domain_scores_codex":[0.9998341,0.0000415032,0.00002986135,0.00002521824,0.00005310786,0.0000161494],"domain_scores_gemma":[0.999737,0.0001613452,0.00003282348,0.000005523174,0.00005071026,0.00001265401],"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":[0.0001045822,0.00005977231,0.0001447375,0.04605304,0.0002102515,0.0001723095,0.00006886616,0.0003953997,0.001660962,0.002500637,0.01558242,0.9330469],"study_design_scores_gemma":[0.00004325465,0.0001935013,0.00110956,0.01750547,0.000492968,0.001545241,0.0000842669,0.0001382324,0.0005915986,0.002131103,0.9761439,0.00002096793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008366462,0.9992531,0.00005143777,0.0001231126,0.00008067962,0.000003562251,0.0000100182,0.000002442138,0.000391959],"genre_scores_gemma":[0.0005566964,0.9989484,0.00009279149,0.0001346145,0.00006489867,0.000004669185,0.00001832974,6.856418e-7,0.000178965],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002829052,"threshold_uncertainty_score":0.009464085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04647064221397133,"score_gpt":0.326399704560524,"score_spread":0.2799290623465527,"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."}}