{"id":"W2901643942","doi":"10.1530/eje-18-0541","title":"MANAGEMENT OF ENDOCRINE DISEASE: Hypoparathyroidism in pregnancy: review and evidence-based recommendations for management","year":2018,"lang":"en","type":"review","venue":"European Journal of Endocrinology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Hypoparathyroidism; Medicine; Endocrine disease; Endocrine system; Pregnancy; Disease management; Internal medicine; Endocrinology; Disease; Intensive care medicine; Hormone; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009379595,0.0004693164,0.002479015,0.0007526031,0.00004873161,0.00001342714,0.0003939184,0.00003501996,0.00004144017],"category_scores_gemma":[0.0001638352,0.0003697662,0.0007309956,0.0003894884,0.0001686919,0.0001133768,0.0001741673,0.0004279402,0.00002828131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009486998,"about_ca_system_score_gemma":0.000174021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.174084e-7,"about_ca_topic_score_gemma":2.598024e-7,"domain_scores_codex":[0.9955899,0.0009707317,0.002254777,0.0004600825,0.0002381204,0.0004864148],"domain_scores_gemma":[0.9968901,0.000404085,0.001617268,0.0006138106,0.0002167241,0.0002579741],"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":[0.0003376574,0.0005016979,0.00004967704,0.1597968,0.001339789,0.008720526,0.00002154604,7.971459e-7,0.000001237223,0.001195882,0.08331172,0.7447226],"study_design_scores_gemma":[0.001451422,0.000585767,0.0002856508,0.2030737,0.00492229,0.0006177261,0.00001227009,5.643633e-7,0.000001463258,0.00002390875,0.7888134,0.0002118395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000998689,0.9941919,0.0002270641,0.001899213,0.0003758347,0.002031448,0.00003779099,0.00001480827,0.001211924],"genre_scores_gemma":[0.00008109469,0.9935392,0.004438796,0.0003737448,0.000193401,0.00009415034,0.0000536377,0.00008112804,0.001144846],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7445108,"threshold_uncertainty_score":0.9998754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1322144871342102,"score_gpt":0.3788616534007619,"score_spread":0.2466471662665516,"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."}}