{"id":"W4288443590","doi":"10.1503/cjs.013220","title":"Intraoperative parathormone monitoring to predict operative success in patients with normohormonal hyperparathyroidism","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Medicine; Hyperparathyroidism; General surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0006436356,0.0002103746,0.0002136098,0.0005274942,0.0001714561,0.0004668514,0.0002322356,0.0002759252,0.0007557329],"category_scores_gemma":[0.004484243,0.0001487489,0.0001992449,0.0003928285,0.000283248,0.0003955267,0.0002621093,0.0004584256,0.0001266062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000173831,"about_ca_system_score_gemma":0.0002563242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042545,"about_ca_topic_score_gemma":0.001435661,"domain_scores_codex":[0.9997249,0.00006475078,0.00005114125,0.00003511928,0.00007699134,0.00004710513],"domain_scores_gemma":[0.9963737,0.001456157,0.001378312,0.00009607871,0.0002692118,0.0004264848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004957908,0.000004937051,0.9991021,0.000002694569,0.000005519562,0.00005437216,0.00001317265,0.0000222227,0.00009131093,0.000001987264,0.00001456495,0.0006375196],"study_design_scores_gemma":[0.000007270714,0.0001687534,0.9967595,0.00001484784,0.00003391998,0.001618737,0.0001606195,0.0007903648,0.0002957965,0.00001739813,0.0001290387,0.000003766504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991696,0.0004193862,0.00009992161,0.00003293312,0.000005483898,0.00000311388,0.00004001244,0.000002722832,0.0002269574],"genre_scores_gemma":[0.9997904,0.00006721902,0.00006736412,0.000006992602,0.000008230322,0.000001601671,0.00004053654,7.041497e-7,0.00001705062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001042545,"threshold_uncertainty_score":0.003403962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01879632279509929,"score_gpt":0.2483967524437891,"score_spread":0.2296004296486898,"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."}}