{"id":"W4386887905","doi":"10.1097/01.cot.0000978968.52879.28","title":"The Use of Immunomodulation in Treating Thyroid Cancer","year":2023,"lang":"en","type":"article","venue":"Oncology Times","topic":"Cancer, Stress, Anesthesia, and Immune Response","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thyroid cancer; Medicine; Cancer; Thyroid; Intensive care medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002245629,0.00006888265,0.0002197274,0.0001029816,0.00006900192,0.000006845818,0.00005154198,0.0000768844,0.00007739753],"category_scores_gemma":[0.0002007641,0.00004762916,0.00005559217,0.0002709251,0.0001175924,0.0000527702,0.00002081126,0.00009965301,0.00002592217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001341323,"about_ca_system_score_gemma":0.0002596413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116237,"about_ca_topic_score_gemma":0.000410338,"domain_scores_codex":[0.9993134,0.0001032587,0.0002238731,0.0001056148,0.00008448087,0.0001693822],"domain_scores_gemma":[0.9989913,0.0006691081,0.0000964654,0.0001798105,0.00004427206,0.00001901853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004071327,0.0001967309,0.1404264,0.00006665744,0.0001623318,0.00009385672,0.003194356,0.001329315,0.04064585,0.0002270391,0.04713685,0.7624493],"study_design_scores_gemma":[0.001528167,0.0005024974,0.6058641,0.0001229826,0.00004917612,0.00003071782,0.0005332187,0.002842866,0.002149577,0.0000399957,0.3862601,0.00007663257],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991469,0.002657207,0.000002674001,0.00313208,0.0001624021,0.0002080788,0.000003287502,0.00003713734,0.002328114],"genre_scores_gemma":[0.9556206,0.006045336,0.0001789869,0.0001869138,0.000232263,0.0001113103,0.00002439299,0.00002388279,0.03757624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7623726,"threshold_uncertainty_score":0.1942261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04302385130662939,"score_gpt":0.3361549842773245,"score_spread":0.2931311329706952,"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."}}