{"id":"W3084043328","doi":"10.3390/cancers12092563","title":"Are Bethesda III Thyroid Nodules More Aggressive than Bethesda IV Thyroid Nodules When Found to Be Malignant?","year":2020,"lang":"en","type":"article","venue":"Cancers","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Thyroid nodules; Bethesda system; Medicine; Thyroid; Malignancy; Thyroid cancer; Pathology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008544857,0.0002404844,0.0002793974,0.001720406,0.0003019408,0.0009184355,0.0004791206,0.0006606338,0.001669496],"category_scores_gemma":[0.005560095,0.0002303042,0.0004156624,0.001528306,0.0008729863,0.000863259,0.0003414153,0.0004000161,0.0003599145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003983467,"about_ca_system_score_gemma":0.0004628978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004056931,"about_ca_topic_score_gemma":0.005419631,"domain_scores_codex":[0.9992317,0.000160387,0.0001336812,0.0001215441,0.0002066514,0.000146054],"domain_scores_gemma":[0.9963237,0.0007116849,0.002079974,0.000184913,0.0003037681,0.0003960099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003282689,0.000004747001,0.9979253,0.000006323215,0.0000106578,0.000219021,0.0000446763,0.00001930951,0.0001468119,0.0000336152,0.00009131731,0.001465286],"study_design_scores_gemma":[0.000004792575,0.000045968,0.9929061,0.00002356744,0.00003304455,0.005245056,0.0005268852,0.0002000536,0.0001595218,0.0002340042,0.0006108982,0.00001020509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951993,0.00117553,0.0003073848,0.0002824302,0.00003969531,0.00001106828,0.0002356336,0.00001512453,0.002733893],"genre_scores_gemma":[0.9994076,0.0001981881,0.0001136877,0.00003856437,0.00002831508,0.000003197362,0.0001204205,0.000002101069,0.00008780555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004056931,"threshold_uncertainty_score":0.008066654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03882598228406035,"score_gpt":0.2864876575696784,"score_spread":0.2476616752856181,"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."}}