{"id":"W1939322794","doi":"10.1002/lary.25020","title":"Accuracy of early‐phase versus dual‐phase single‐photon emission computed tomography/computed tomography in the localization of Parathyroid disease","year":2015,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Single-photon emission computed tomography; Radiology; Nuclear medicine; Tomography; Parathyroid adenoma; Adenoma; Pathology","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":[0.0003941763,0.0002844,0.0004844629,0.0002784837,0.00009400192,0.0000275283,0.0002717086,0.00009119378,0.000008802148],"category_scores_gemma":[0.0001536649,0.0001704506,0.0002086055,0.001575708,0.0002226771,0.0001577585,0.00008042438,0.0001809147,0.000008190671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003415301,"about_ca_system_score_gemma":0.000165221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002858155,"about_ca_topic_score_gemma":0.00001703338,"domain_scores_codex":[0.997902,0.0003109978,0.0005645117,0.0003176281,0.0005906534,0.0003141639],"domain_scores_gemma":[0.9982227,0.0002546502,0.0003400966,0.0007149362,0.0002086815,0.0002589524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1994436,0.1445047,0.2818317,0.0009166228,0.003781945,0.002288125,0.04862907,0.003327742,0.1710051,0.002427661,0.115893,0.02595072],"study_design_scores_gemma":[0.4324775,0.04948627,0.2538159,0.00197748,0.004984393,0.0001154474,0.005484994,0.09098539,0.135899,0.004963102,0.01734891,0.002461683],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855208,0.01085201,0.001203739,0.0003684356,0.0001390474,0.001219661,0.00006650316,0.0000499349,0.0005799031],"genre_scores_gemma":[0.9990576,0.00009919211,0.0001834955,0.0002269647,0.00005194385,0.00003750232,0.0002992988,0.00002612968,0.00001790228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2330338,"threshold_uncertainty_score":0.6950775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04597930301891276,"score_gpt":0.3332023648471251,"score_spread":0.2872230618282123,"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."}}