{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002499228,0.0001526991,0.0002721418,0.00004797076,0.00008662772,0.00002381952,0.0001047171,0.00003530125,0.0005013055],"category_scores_gemma":[0.00003175805,0.00008882767,0.00006475993,0.0002205144,0.00005027327,0.00009231662,0.00005262929,0.0001582408,0.00004592863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000217147,"about_ca_system_score_gemma":0.0001075119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001595446,"about_ca_topic_score_gemma":0.001648125,"domain_scores_codex":[0.998974,0.00005424877,0.0002337338,0.0002304537,0.0002072298,0.0003003427],"domain_scores_gemma":[0.9994211,0.0001038312,0.0000616689,0.0003070477,0.00002612063,0.00008018766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001519861,0.00361371,0.8042433,0.0003163434,0.001439386,0.0003666824,0.005119393,0.003166218,0.02503466,0.008361435,0.05948216,0.08733685],"study_design_scores_gemma":[0.01374266,0.001233255,0.4344499,0.001787672,0.001599391,0.0001280201,0.001014406,0.002734673,0.09303216,0.0007424581,0.4487648,0.0007706305],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534763,0.02739718,0.00002443834,0.01265299,0.0001481811,0.0005308982,0.00006323716,0.00007233625,0.005634441],"genre_scores_gemma":[0.9940545,0.00274522,0.0004095284,0.001491514,0.0003702723,0.0002702761,0.00001819388,0.00002412109,0.0006163674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3892826,"threshold_uncertainty_score":0.5488944,"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."}}