{"id":"W4220801381","doi":"10.1016/j.ijrobp.2021.12.119","title":"The Role of Surgery in Small Differentiated Thyroid Cancer","year":2022,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Propensity score matching; Surgical resection; Surgery; Thyroid cancer; Resection; Cancer; Incidence (geometry); Multivariate analysis; Proportional hazards model; Internal medicine","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":[0.001309353,0.000290276,0.0003011798,0.0005876309,0.0003569992,0.001031595,0.0003917214,0.0006137886,0.00393845],"category_scores_gemma":[0.00368895,0.00009126056,0.0005830259,0.0004781482,0.001088405,0.0007259809,0.0004402649,0.0008612867,0.0004982701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202191,"about_ca_system_score_gemma":0.002207624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004603039,"about_ca_topic_score_gemma":0.00985014,"domain_scores_codex":[0.9996444,0.0001281857,0.00002913428,0.00003949869,0.0001017395,0.00005708841],"domain_scores_gemma":[0.9978669,0.001444152,0.0001834975,0.00005878084,0.0002227252,0.0002239905],"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":[0.001656372,0.0002044219,0.131306,0.001900796,0.0002489382,0.002176891,0.000448213,0.002027107,0.005961118,0.007598639,0.0105285,0.8359429],"study_design_scores_gemma":[0.0002884991,0.004478101,0.5730606,0.003868287,0.001103015,0.02367527,0.003602972,0.004334236,0.005313519,0.0220204,0.3581083,0.0001468341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1743857,0.7476648,0.001817635,0.03170339,0.002335433,0.0000240656,0.0002267604,0.00005785086,0.04178432],"genre_scores_gemma":[0.7979804,0.1899701,0.001368212,0.003033807,0.003377374,0.00001762436,0.0001478732,0.00003573979,0.004068944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004603039,"threshold_uncertainty_score":0.01317537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491157376587272,"score_gpt":0.3160305076467903,"score_spread":0.2911189338809176,"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."}}