{"id":"W2329173902","doi":"10.1016/s1499-2671(08)24195-x","title":"Determination of Proportion of Thyroid Cancers Origination from Solitary Nodules Versus Multinodular Goitres.","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Thyroid nodules; Malignancy; Radiology; Biopsy; Thyroid; Fine-needle aspiration; Multinodular goiter; Ultrasound; Retrospective cohort study; Thyroidectomy; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006014961,0.0001280032,0.0002753253,0.001212142,0.0002656028,0.0003991153,0.0003867086,0.0004355172,0.002656127],"category_scores_gemma":[0.002533448,0.0001377073,0.0002691608,0.0006093932,0.000251482,0.0003020053,0.0002659875,0.0003319248,0.0003819229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003340413,"about_ca_system_score_gemma":0.0003147319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01415863,"about_ca_topic_score_gemma":0.01301962,"domain_scores_codex":[0.999568,0.00008052475,0.00004113822,0.00009925915,0.0001181098,0.00009296636],"domain_scores_gemma":[0.9991035,0.0003095918,0.0002191067,0.00005781103,0.0001399341,0.0001699949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003195358,0.00001164104,0.9959209,0.00001047418,0.00003174408,0.0001147133,0.00004686011,0.00002672426,0.001061306,0.00002824543,0.0001092388,0.002318551],"study_design_scores_gemma":[0.000005143016,0.00008514988,0.9976672,0.000003415698,0.00002866113,0.001152529,0.0002190799,0.0002395537,0.0002632928,0.00002437039,0.0003081365,0.000003468482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972042,0.0006012703,0.0001386061,0.0000458788,0.000007336051,0.0000109875,0.0004186285,0.00001160341,0.001561343],"genre_scores_gemma":[0.9991365,0.0001107726,0.0001150198,0.00001515263,0.000007165004,0.000005433637,0.0002649432,0.000004574577,0.0003405502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01415863,"threshold_uncertainty_score":0.02815247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01905833065747284,"score_gpt":0.2491411329388284,"score_spread":0.2300828022813556,"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."}}