{"id":"W2277529442","doi":"10.1089/thy.2013.0694","title":"Is Familial Nonmedullary Thyroid Carcinoma More Aggressive Than Sporadic Nonmedullary Thyroid Carcinoma?","year":2014,"lang":"en","type":"letter","venue":"Thyroid","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Thyroid carcinoma; Internal medicine; Thyroid; Oncology; Thyroid cancer; Carcinoma","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.000515697,0.003242631,0.004240861,0.00113961,0.0006555337,0.0002344979,0.001686357,0.003367298,0.001025762],"category_scores_gemma":[0.0001412772,0.002852433,0.002335259,0.0008862012,0.001067276,0.000330223,0.0006911601,0.005568102,0.002170122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881195,"about_ca_system_score_gemma":0.001539509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002189085,"about_ca_topic_score_gemma":0.00006714396,"domain_scores_codex":[0.98724,0.0004547537,0.00209665,0.003724106,0.003270227,0.00321425],"domain_scores_gemma":[0.9907491,0.0005087613,0.002103154,0.004863155,0.0005329335,0.001242905],"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":[0.0006166238,0.00057929,0.04151953,0.0009336421,0.001188608,0.02898587,0.001422876,0.000005129937,0.001030681,0.00001637839,0.9226446,0.001056811],"study_design_scores_gemma":[0.01888409,0.008144438,0.1361917,0.002290973,0.006752113,0.00930997,0.0006660511,0.0002339257,0.01114603,0.0003583074,0.8004137,0.005608782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.495042,0.0735404,0.0000358248,0.4123228,0.003262704,0.004364513,0.001979417,0.0007151371,0.008737242],"genre_scores_gemma":[0.5009123,0.004530681,0.0004439839,0.4597298,0.01931311,0.0009107397,0.005765688,0.0008875187,0.007506159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1222309,"threshold_uncertainty_score":0.9998874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892867681851537,"score_gpt":0.2582813624038712,"score_spread":0.2393526855853558,"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."}}