{"id":"W2031474007","doi":"10.1097/01.mlg.0000161337.46892.e0","title":"Variables Predicting Distant Metastases in Thyroid Cancer","year":2005,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Thyroid cancer; Thyroid carcinoma; Thyroid; Cancer; Retrospective cohort study; Internal medicine; Disease; Lung cancer; Follicular thyroid cancer; Oncology; Papillary thyroid cancer","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":[0.0002658222,0.0001589033,0.0001815586,0.0005337773,0.0002635743,0.0002602023,0.000171872,0.0002204918,0.001661499],"category_scores_gemma":[0.001953129,0.00008086154,0.0002175409,0.0006367271,0.0002281161,0.0002211271,0.000247607,0.0003486179,0.0001229525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002250302,"about_ca_system_score_gemma":0.0003192078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002835489,"about_ca_topic_score_gemma":0.004104484,"domain_scores_codex":[0.999853,0.00003010394,0.0000202661,0.00002988733,0.00004269592,0.00002400313],"domain_scores_gemma":[0.9988306,0.0003475707,0.0005462389,0.00001908965,0.00008893886,0.0001675153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003862593,0.000006846963,0.9982241,0.00001428281,0.00001373228,0.0001487229,0.00001339586,0.0000583183,0.000137884,0.000004412286,0.00004861115,0.001290914],"study_design_scores_gemma":[0.000007090693,0.00005628633,0.9982641,0.000009107113,0.00002691594,0.001126831,0.00005996508,0.000168355,0.0001060222,0.00002050117,0.0001526744,0.000002125036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984276,0.0009994382,0.00008266092,0.00005055771,0.000004596354,0.000004322358,0.0001733858,0.000004109017,0.0002533323],"genre_scores_gemma":[0.9995603,0.0001361402,0.00005150322,0.000007611257,0.000008102156,0.000002175583,0.0001842211,8.363345e-7,0.00004907629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002835489,"threshold_uncertainty_score":0.005638003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01612654935362324,"score_gpt":0.2926339164965681,"score_spread":0.2765073671429448,"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."}}