{"id":"W3007585744","doi":"10.7759/cureus.7122","title":"Treatment for Recurrent Differentiated Thyroid Cancer: A Canadian Population Based Experience","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital; St. Paul's Hospital; Canadian Centre for Applied Research in Cancer Control; BC Cancer Agency","funders":"BC Cancer Foundation; Eli Lilly and Company","keywords":"Medicine; Thyroid cancer; Thyroid; Cancer; Population; Oncology; General surgery; Family medicine; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001049537,0.0001737479,0.000251864,0.00003315991,0.00009798609,0.00001977866,0.00005239968,0.00005392575,0.0002947114],"category_scores_gemma":[0.00002449275,0.0001353026,0.000122952,0.0001082287,0.00001141625,0.00003938815,0.000005607904,0.0000368167,0.000009564931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204612,"about_ca_system_score_gemma":0.0003053149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.108279,"about_ca_topic_score_gemma":0.1225073,"domain_scores_codex":[0.9991108,0.00001286427,0.000169238,0.0003169009,0.0001170767,0.0002731453],"domain_scores_gemma":[0.9991975,0.0000225854,0.00005337661,0.0001784645,0.00005422999,0.0004937903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002143228,0.001559461,0.8245216,0.0002374421,0.0007085754,0.0001069483,0.005700462,0.0001875714,0.002694593,0.0006970472,0.01377403,0.147669],"study_design_scores_gemma":[0.01733648,0.01058931,0.8042183,0.000266499,0.001017421,0.000007843267,0.0004025277,0.01363869,0.01789083,0.00005442337,0.1338653,0.000712319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775183,0.006601203,0.0001274447,0.01318442,0.0003849351,0.001507335,0.0003677622,0.00009468253,0.0002138844],"genre_scores_gemma":[0.9962115,0.0004837663,0.0002371669,0.00106473,0.0002246245,0.001264292,0.0004397562,0.00002349154,0.00005064485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1469567,"threshold_uncertainty_score":0.8976591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06094685388533142,"score_gpt":0.3294536705627349,"score_spread":0.2685068166774035,"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."}}