{"id":"W2601473757","doi":"10.1177/2473974x17701084","title":"The Incidental Thyroid Lesion in Parathyroid Disease Management","year":2017,"lang":"en","type":"article","venue":"OTO Open","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Thyroid; Context (archaeology); Malignancy; Thyroid cancer; Thyroid carcinoma; Thyroid disease; Radiology; Population; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006996733,0.000184782,0.0002730482,0.00006438806,0.0008236997,0.0005895788,0.0009859807,0.00004979634,0.00006875752],"category_scores_gemma":[0.0001545836,0.0001251853,0.0001040376,0.00007299129,0.0001072338,0.0003596593,0.0009725363,0.0001981016,0.000753938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008305364,"about_ca_system_score_gemma":0.00008888467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001895189,"about_ca_topic_score_gemma":0.000172832,"domain_scores_codex":[0.9985551,0.00006978869,0.0003023469,0.0003697923,0.0003184437,0.0003845461],"domain_scores_gemma":[0.9980718,0.00008054706,0.0001479518,0.001402905,0.0000281128,0.0002686459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007838308,0.001210656,0.5234156,0.0001029614,0.0002189941,0.008894063,0.0007335976,0.00001885441,0.01455641,0.01978453,0.3995843,0.02364173],"study_design_scores_gemma":[0.002074261,0.00007970283,0.8661462,0.0001123927,0.00003838921,0.00002506407,0.0002376714,0.00006588502,0.0005071124,0.0005549914,0.1299545,0.0002037902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8580868,0.001775196,0.000007890721,0.003507385,0.0003290359,0.001775842,0.00001386715,0.00003060681,0.1344733],"genre_scores_gemma":[0.9748546,0.0007250936,0.0000968922,0.000484998,0.0001494762,0.0002183782,0.00003049699,0.00002816822,0.02341184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3427306,"threshold_uncertainty_score":0.9690599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04586904347095058,"score_gpt":0.3525961789446987,"score_spread":0.3067271354737482,"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."}}