{"id":"W3148782469","doi":"10.4021/jcs39w","title":"Recurrent Differentiated Thyroid Cancer","year":2012,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Thyroid cancer; Thyroglobulin; Thyroid; Malignancy; Disease; Epidemiology; Surgery; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002298378,0.000203736,0.0005328762,0.0005498905,0.0004192587,0.0005862908,0.0003789609,0.0004306745,0.002146019],"category_scores_gemma":[0.0009399582,0.00009134049,0.0003860982,0.0006628004,0.0003643196,0.0003021646,0.000508984,0.0004853219,0.0009728836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008994683,"about_ca_system_score_gemma":0.0008783127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007983711,"about_ca_topic_score_gemma":0.008255107,"domain_scores_codex":[0.9996654,0.00002352428,0.00002748144,0.00006764479,0.0001160455,0.00009988142],"domain_scores_gemma":[0.9996336,0.00003669077,0.0001119284,0.00004144042,0.00007304252,0.0001033084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003476852,0.0001191203,0.5995432,0.001202996,0.0002476694,0.06842764,0.001526178,0.0002418092,0.01481119,0.002211889,0.01042169,0.300899],"study_design_scores_gemma":[0.00003374566,0.0006794293,0.3801176,0.0003580446,0.000499756,0.5388497,0.0009563441,0.0004983013,0.003619375,0.002006921,0.07233005,0.00005077045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8701755,0.09383917,0.002787378,0.001254368,0.0003179332,0.0001105731,0.001437959,0.0002874435,0.02978976],"genre_scores_gemma":[0.9832934,0.0106619,0.0005376549,0.0005365172,0.0001814378,0.0000157465,0.0009842534,0.00002259599,0.003766439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007983711,"threshold_uncertainty_score":0.01587451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07425879708650683,"score_gpt":0.3542242398261213,"score_spread":0.2799654427396144,"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."}}