{"id":"W3161833442","doi":"10.5114/kitp.2021.105189","title":"Primary hyperparathyroidism due to mediastinal parathyroid lesions","year":2021,"lang":"en","type":"article","venue":"Polish Journal of Cardio-Thoracic Surgery","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Primary hyperparathyroidism; Medicine; Hyperparathyroidism; Cardiothoracic surgery; General surgery; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001330092,0.0003900437,0.001685326,0.0006007645,0.000165739,0.00008721965,0.000161108,0.0001776585,0.00005005876],"category_scores_gemma":[0.001369411,0.0003371242,0.001191574,0.0009445453,0.000087465,0.0003260007,0.00009989891,0.0005146237,0.0001837015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002456713,"about_ca_system_score_gemma":0.002040629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001901722,"about_ca_topic_score_gemma":0.000004321866,"domain_scores_codex":[0.9962277,0.0004072314,0.00111352,0.0003956828,0.001112616,0.0007431951],"domain_scores_gemma":[0.9962329,0.0006485377,0.0004141705,0.0005412583,0.000978804,0.001184314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00263626,0.002101678,0.07134543,0.0001000607,0.002318048,0.06921031,0.001133434,0.0001936987,0.03551178,0.00008536045,0.7420034,0.07336058],"study_design_scores_gemma":[0.004625595,0.0009462608,0.5856527,0.0006803178,0.003154285,0.1219092,0.002242887,0.00001818252,0.05664163,0.0006131591,0.221949,0.001566798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92743,0.05780069,0.0008367149,0.002332013,0.001146788,0.0001959414,0.0000527988,0.0000402754,0.01016483],"genre_scores_gemma":[0.9901847,0.002965799,0.002301983,0.002105916,0.001553238,0.00001840163,0.0000669997,0.00007066804,0.0007322662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5200543,"threshold_uncertainty_score":0.9999081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03846615544473105,"score_gpt":0.3191122474593947,"score_spread":0.2806460920146637,"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."}}