{"id":"W1966963227","doi":"10.1136/bmj.e1013","title":"Diagnosis and management of primary hyperparathyroidism","year":2012,"lang":"en","type":"review","venue":"BMJ","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Primary hyperparathyroidism; Medicine; Primary (astronomy); Hyperparathyroidism; Intensive care medicine; Internal medicine; Physics","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":[0.0001090867,0.0002620718,0.001314826,0.0001007491,0.00002297849,0.000005135528,0.00005879284,0.0001390694,0.0000136281],"category_scores_gemma":[0.000003723232,0.0001853132,0.0002439617,0.0001301687,0.0000431015,0.00003148143,0.00008824137,0.00009069702,0.0001341434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005189802,"about_ca_system_score_gemma":0.00005143118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001389525,"about_ca_topic_score_gemma":6.253495e-7,"domain_scores_codex":[0.9989683,0.00003492524,0.000398791,0.0002296066,0.000176707,0.0001916774],"domain_scores_gemma":[0.99926,0.00004010057,0.0002087868,0.0003586633,0.00001509358,0.0001173669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009025468,0.0004098207,0.0007304832,0.0134232,0.0008632468,0.00009283004,0.0000165092,4.754772e-9,5.772288e-8,0.0001410855,0.02290007,0.9614137],"study_design_scores_gemma":[0.0007402765,0.0000680732,0.002926894,0.002848923,0.005579615,0.000092889,0.000006079733,6.051827e-8,4.418565e-7,0.000008375967,0.9875797,0.0001486596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009677158,0.9724837,0.000001733888,0.00003913959,0.0000837054,0.001717175,0.00002957604,0.000015765,0.02553246],"genre_scores_gemma":[0.00003263885,0.996601,0.0007291704,0.00003756972,0.00009084523,0.0007141213,0.000137698,0.00003313569,0.001623837],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9646797,"threshold_uncertainty_score":0.7556853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1052413608163925,"score_gpt":0.3807680863358827,"score_spread":0.2755267255194903,"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."}}