{"id":"W4411049841","doi":"10.1016/j.jogc.2025.102951","title":"Outcomes of Hypoparathyroidism in Pregnancy: An Observational Study from a Tertiary Canadian Centre","year":2025,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Association of Gastroenterology; McMaster University","funders":"","keywords":"Medicine; Observational study; Center (category theory); Hypoparathyroidism; Pregnancy; Tertiary care; Obstetrics; Pediatrics; General surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001986079,0.0001339323,0.0005891913,0.000558522,0.00004936251,0.00000906911,0.0001200801,0.0001054486,0.00004513561],"category_scores_gemma":[0.001574655,0.0001128148,0.00005616236,0.0004437671,0.0000408042,0.00009160471,0.00002235408,0.0003019896,1.84039e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006581342,"about_ca_system_score_gemma":0.006262923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5518544,"about_ca_topic_score_gemma":0.9263349,"domain_scores_codex":[0.9985619,0.000101257,0.0007028378,0.0001531184,0.0002448017,0.0002360372],"domain_scores_gemma":[0.9976407,0.001422506,0.0002456762,0.000161673,0.0002472209,0.0002822326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009400089,0.0002779202,0.9918688,0.000006638613,0.0001511588,0.002311186,0.0003410345,0.0000271264,0.00003518713,0.00005511488,0.002636045,0.0022804],"study_design_scores_gemma":[0.002752744,0.0001767363,0.9939497,0.00001343069,0.00008880709,0.000006344102,0.001428665,0.00004972129,0.00002307396,0.0001318118,0.001296837,0.00008210967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819289,0.01330446,0.000002093001,0.001034773,0.003079801,0.0002086497,0.00005560606,0.000001706573,0.0003839702],"genre_scores_gemma":[0.998688,0.00007430145,0.0001159982,0.0008299023,0.00001275307,0.000002140194,0.00001294616,0.000007112098,0.0002568523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3744805,"threshold_uncertainty_score":0.9993706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03409044878033309,"score_gpt":0.276472816138688,"score_spread":0.2423823673583549,"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."}}