{"id":"W2405573959","doi":"","title":"Screening for Thyroid Cancer: A Systematic Evidence Review for the U.S. Preventive Services Task Force","year":2017,"lang":"en","type":"article","venue":"","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pancreatic cancer; Asymptomatic; Adenocarcinoma; MEDLINE; Clinical trial; Internal medicine; Cancer; Systematic review; Oncology","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":[0.001393192,0.0001902815,0.0006395975,0.00002101995,0.0008050513,0.0001377787,0.0006505824,0.00005359374,0.00004163709],"category_scores_gemma":[0.001027444,0.0001068453,0.0003265559,0.00006085452,0.00006315868,0.0004652588,0.0001070606,0.0000935839,0.000006430847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006964542,"about_ca_system_score_gemma":0.0001191742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001221729,"about_ca_topic_score_gemma":0.0008249596,"domain_scores_codex":[0.9985009,0.0000341171,0.0004343724,0.000331122,0.0003522604,0.0003471718],"domain_scores_gemma":[0.9972164,0.0008478252,0.0005163123,0.0009076538,0.0004115156,0.000100313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00142627,0.00005572427,0.007400168,0.9082081,0.001492395,0.00001350251,0.001065399,0.00005720709,0.00158545,0.002955982,0.04636679,0.02937305],"study_design_scores_gemma":[0.002582008,0.001090846,0.004798846,0.950967,0.006409277,0.00008892659,0.002245973,0.0183001,0.001493658,0.0006614426,0.0107959,0.0005660605],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002657719,0.805766,0.1311971,0.0342734,0.000534626,0.02367772,0.00009848527,0.0001430977,0.001651825],"genre_scores_gemma":[0.8799474,0.06287391,0.01277902,0.01813978,0.0008953037,0.01097561,0.00001949186,0.00006627707,0.01430323],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8772897,"threshold_uncertainty_score":0.6191885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1456815810847439,"score_gpt":0.4247846839726379,"score_spread":0.2791031028878941,"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."}}