{"id":"W2034526268","doi":"10.1007/s00268-002-6616-x","title":"Current National Health Insurance Policies for Thyroid Cancer Prophylactic Surgery in the United States","year":2002,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Thyroidectomy; Thyroid cancer; Medicaid; Family history; Genetic testing; Papillary thyroid cancer; Public health; Vascular surgery; Prophylactic Surgery; Cancer; Family medicine; Thyroid; Surgery; Cardiac surgery; Internal medicine; Health care; Pathology; Breast 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001159482,0.0001113354,0.0002185729,0.0004483859,0.00009375315,0.00003144528,0.0001407711,0.00002791163,0.00001975865],"category_scores_gemma":[0.000271938,0.00008296333,0.0001670911,0.0005814001,0.00006909384,0.00001168935,0.00001430474,0.000158259,9.958766e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461479,"about_ca_system_score_gemma":0.0005889631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005467128,"about_ca_topic_score_gemma":0.0001966335,"domain_scores_codex":[0.9986661,0.0001562906,0.0005318901,0.000121101,0.0002889917,0.0002356064],"domain_scores_gemma":[0.9985499,0.0004586698,0.0004684039,0.0001138753,0.000361497,0.00004767724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003042016,0.0005132965,0.26415,0.0002936137,0.0001536638,0.000007551525,0.001330486,0.009717667,0.002604295,0.00007587647,0.6651556,0.05569373],"study_design_scores_gemma":[0.0007589784,0.0001278155,0.2101972,0.0003743644,0.00001649785,0.0001184182,0.0004035744,0.0003055177,0.003356005,0.0008350491,0.783085,0.0004216295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527127,0.0335339,0.0001873907,0.01234091,0.0009369405,0.0001743509,0.00008001202,0.000003214635,0.0000305953],"genre_scores_gemma":[0.9862581,0.01065835,0.0001092992,0.00209981,0.0006854424,0.0000492048,0.00004405057,0.00001589374,0.00007978993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1179294,"threshold_uncertainty_score":0.3383146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07113527163624017,"score_gpt":0.3389252397681801,"score_spread":0.2677899681319399,"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."}}