{"id":"W2069564154","doi":"10.1097/01.mlg.0000149442.22393.e2","title":"Prognostic Factors in Well‐Differentiated Thyroid Carcinoma","year":2004,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Thyroid carcinoma; Internal medicine; Thyroid cancer; Thyroidectomy; Stage (stratigraphy); Retrospective cohort study; Multivariate analysis; Disease; Proportional hazards model; Oncology; Cancer; Thyroid; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007566116,0.0001980341,0.0002903179,0.00007830856,0.00007423732,0.00002226967,0.0001232881,0.00006234014,0.000209144],"category_scores_gemma":[0.00002687249,0.0001132867,0.00009086553,0.0002783455,0.00006220349,0.0000506537,0.00004919973,0.0002011939,0.0002001363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129874,"about_ca_system_score_gemma":0.0001118203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001215669,"about_ca_topic_score_gemma":0.0003839163,"domain_scores_codex":[0.9989501,0.00003866497,0.0002119413,0.000251521,0.0002107391,0.0003370623],"domain_scores_gemma":[0.9994094,0.00005985321,0.00005038811,0.0003472375,0.00002664887,0.0001064073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001213311,0.0007445061,0.9940265,0.00003749309,0.00008679763,0.0001478777,0.0009483299,0.00003181966,0.002513672,0.000556737,0.0005362175,0.0002487279],"study_design_scores_gemma":[0.003508984,0.0005123857,0.9752944,0.0001402549,0.0001357133,0.00001869355,0.0001397675,0.000008626373,0.0191389,0.0003189934,0.0006632002,0.0001201405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913107,0.002234962,0.000008515341,0.002973251,0.0001405139,0.0007734604,0.000007958496,0.00007007575,0.002480611],"genre_scores_gemma":[0.9987768,0.0001896733,0.00003630255,0.0004688481,0.00006923605,0.00009911638,0.00004660916,0.00002960959,0.0002838232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01873215,"threshold_uncertainty_score":0.4619699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576927601772152,"score_gpt":0.2524922669142587,"score_spread":0.2367229908965372,"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."}}