{"id":"W2319748538","doi":"10.1097/sla.0b013e31824dad7d","title":"Surgery for Primary Hyperparathyroidism","year":2012,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Primary hyperparathyroidism; Parathyroidectomy; Asymptomatic; Hyperparathyroidism; Hypercalciuria; Logistic regression; Surgery; Internal medicine; Pediatrics; Parathyroid hormone; Urine; Calcium","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003508636,0.0001426881,0.0001713338,0.0005419584,0.0002807739,0.0002366438,0.0001837811,0.0002688507,0.002171124],"category_scores_gemma":[0.002173051,0.0001271242,0.0002225905,0.0005631799,0.0002126313,0.000188,0.0001920469,0.0002649364,0.0003126271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003039791,"about_ca_system_score_gemma":0.0004004276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003142999,"about_ca_topic_score_gemma":0.004329512,"domain_scores_codex":[0.9996768,0.00005213479,0.00003895149,0.00005411635,0.0001139008,0.00006404388],"domain_scores_gemma":[0.998384,0.0002854792,0.0009564073,0.00004244212,0.0001019999,0.0002297063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004487477,0.00001778195,0.9979146,0.00001101425,0.0000132514,0.0001702893,0.00002227508,0.00002619772,0.0001223158,0.000006903322,0.0001847139,0.001465736],"study_design_scores_gemma":[0.00001121437,0.0001488134,0.996707,0.00001447416,0.00001100132,0.002566918,0.00009481319,0.0001090498,0.00006990066,0.00001093743,0.0002539071,0.000001982959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981054,0.0007350602,0.00006429506,0.00008253012,0.000007400693,0.00001230883,0.0002792568,0.000006625726,0.0007071048],"genre_scores_gemma":[0.9992546,0.0002521953,0.00006633125,0.0000323699,0.00001271546,0.000007132769,0.0002588731,0.000001048827,0.0001146355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003142999,"threshold_uncertainty_score":0.007263124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2862840326638759,"score_gpt":0.3748969260217441,"score_spread":0.0886128933578682,"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."}}