{"id":"W2795752023","doi":"10.1111/hdi.12658","title":"Metastatic pulmonary calcification: Experience from a single center in Singapore","year":2018,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Parathyroidectomy; Asymptomatic; Radiological weapon; Calcification; Single Center; Hemodialysis; Elevated alkaline phosphatase; Surgery; Radiology; Internal medicine; Gastroenterology; Parathyroid hormone; Urology; Alkaline phosphatase; Calcium","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001398585,0.0001018322,0.0002161955,0.0001503434,0.0000497176,0.00001602589,0.000124955,0.00003735205,0.001142958],"category_scores_gemma":[0.0003771612,0.00008720349,0.00006981812,0.0001667359,0.0003186727,0.00007532547,0.00005438025,0.000121205,0.0001573506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007897898,"about_ca_system_score_gemma":0.00002625838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008452847,"about_ca_topic_score_gemma":0.0000306878,"domain_scores_codex":[0.9988974,0.00004849246,0.0002868802,0.0003015376,0.000314379,0.0001513515],"domain_scores_gemma":[0.9994053,0.00009886531,0.00006773208,0.0002036739,0.0001507869,0.00007367765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002316713,0.001161628,0.937397,0.00001052394,0.0002481896,0.0004402656,0.006035085,0.000001875307,0.01841463,0.0001312852,0.003301818,0.03262602],"study_design_scores_gemma":[0.006887275,0.0003621773,0.7845392,0.0007338155,0.000447945,0.000906693,0.005004006,0.04141263,0.03136681,0.003552126,0.1238937,0.0008936321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636266,0.0001542802,0.003679713,0.005735071,0.0007014789,0.0000996,0.00002837032,0.0000449769,0.02592989],"genre_scores_gemma":[0.9909937,0.0000182074,0.005722729,0.001699882,0.0005205066,0.00003223411,0.0001902185,0.000008605086,0.0008138518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1528578,"threshold_uncertainty_score":0.9997701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06536914004452339,"score_gpt":0.3453513982348047,"score_spread":0.2799822581902813,"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."}}