{"id":"W2135468945","doi":"10.1089/thy.2015.0104","title":"Survival from Differentiated Thyroid Cancer: What Has Age Got to Do with It?","year":2015,"lang":"en","type":"article","venue":"Thyroid","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":193,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"National Cancer Institute","keywords":"Medicine; Thyroid cancer; Hazard ratio; Cancer; Proportional hazards model; Cohort; Internal medicine; Nomogram; Oncology; Confidence interval","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"],"consensus_categories":[],"category_scores_codex":[0.0001354317,0.0004336322,0.0007323129,0.0001179642,0.0001103658,0.0003001482,0.0002222425,0.0001175173,0.0003357089],"category_scores_gemma":[0.00002968073,0.0003078612,0.0001219265,0.0003552035,0.0001075132,0.000258608,0.0001128355,0.000229785,0.0004214671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004923027,"about_ca_system_score_gemma":0.0003268649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004252641,"about_ca_topic_score_gemma":0.003665244,"domain_scores_codex":[0.9976039,0.00007653699,0.0003334483,0.0006847406,0.0007319467,0.0005694298],"domain_scores_gemma":[0.9979775,0.00008068126,0.0001120828,0.0007862482,0.0001899405,0.0008535298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01510206,0.006215569,0.3067355,0.0001619505,0.005265225,0.004058282,0.02785005,0.0004795483,0.04373752,0.0008733621,0.5270891,0.06243189],"study_design_scores_gemma":[0.05490695,0.01424931,0.6265991,0.003241413,0.003132951,0.00009455192,0.01232132,0.00008145554,0.08271059,0.001417287,0.1983774,0.002867661],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663429,0.01670748,0.00007902533,0.01163329,0.0008856044,0.0008604123,0.0001409731,0.000189575,0.003160723],"genre_scores_gemma":[0.9928975,0.001933669,0.000491498,0.002000317,0.0006168069,0.0003178616,0.0002915849,0.00009013659,0.001360591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3287117,"threshold_uncertainty_score":0.9999374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05966046722268976,"score_gpt":0.2993933361233752,"score_spread":0.2397328689006855,"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."}}