{"id":"W1976128012","doi":"10.1002/hed.23047","title":"Predictive value of metastatic cervical lymph node ratio in papillary thyroid carcinoma recurrence","year":2012,"lang":"en","type":"article","venue":"Head & Neck","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Lymph; Lymph node; Thyroid carcinoma; Receiver operating characteristic; Odds ratio; Cervical lymph nodes; Thyroidectomy; Confidence interval; Radiology; Internal medicine; Retrospective cohort study; Oncology; Thyroid; Metastasis; Pathology; 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":[0.0001655317,0.0001739271,0.0004370438,0.00008973602,0.0000292955,0.000005250686,0.00006749678,0.00005527944,0.0001105179],"category_scores_gemma":[0.00005757512,0.0001402749,0.00009930459,0.0002332658,0.00006228511,0.0001230725,0.00004011421,0.0001203645,0.00004514395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002447387,"about_ca_system_score_gemma":0.0001738579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004834126,"about_ca_topic_score_gemma":0.00002980735,"domain_scores_codex":[0.9986609,0.0000919814,0.0003565021,0.000232606,0.0002983056,0.000359705],"domain_scores_gemma":[0.9991999,0.0001199474,0.00009181711,0.0003228145,0.0000613606,0.0002041291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002694092,0.001171056,0.992288,0.0002125322,0.00008550093,0.00004565858,0.001354506,0.00003482191,0.000698014,0.000986029,0.0008914426,0.001963031],"study_design_scores_gemma":[0.002881335,0.000509852,0.9888992,0.0003058219,0.0001844791,0.00004629621,0.0001815163,0.0005262722,0.005716028,0.00009701704,0.0005382462,0.0001139533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825321,0.01407572,0.00006724606,0.0007921226,0.0001927448,0.0004650841,0.00004508148,0.00002337687,0.001806496],"genre_scores_gemma":[0.9977837,0.0005172345,0.0009025322,0.0004047764,0.0001370456,0.0001434609,0.00003965513,0.00002015664,0.00005139245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01525162,"threshold_uncertainty_score":0.5720246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02594018310534688,"score_gpt":0.2961040911901811,"score_spread":0.2701639080848343,"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."}}