{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005871698,0.0001867957,0.0001925311,0.0006164417,0.0002277734,0.0003900442,0.000250032,0.0002841859,0.001064279],"category_scores_gemma":[0.003317704,0.00009757471,0.0001981506,0.0007961528,0.0003749396,0.0003044693,0.0001740172,0.0002422707,0.000179335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004002252,"about_ca_system_score_gemma":0.0005768159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003343899,"about_ca_topic_score_gemma":0.006566595,"domain_scores_codex":[0.9997348,0.00006459932,0.0000367516,0.00003602248,0.0000777533,0.00005016632],"domain_scores_gemma":[0.9974764,0.0007537619,0.001068905,0.00006794962,0.0002718038,0.0003612173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009802367,0.000006225059,0.9984881,0.000009157787,0.000009935935,0.00009214076,0.00001480607,0.00004707912,0.0001479528,0.000004938856,0.00005217375,0.001029555],"study_design_scores_gemma":[0.00001078386,0.0001218867,0.9981797,0.000006820179,0.00002610879,0.0009021796,0.000077975,0.0002197808,0.0001552047,0.00002042846,0.0002756753,0.00000357606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982438,0.001143234,0.00009108922,0.00005290969,0.000007397246,0.00000594893,0.0002613597,0.000004036399,0.0001902063],"genre_scores_gemma":[0.9995561,0.0001032096,0.0000675015,0.000007743687,0.00001033033,0.000003279096,0.0002119045,6.985069e-7,0.00003908565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003343899,"threshold_uncertainty_score":0.006648898,"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."}}