{"id":"W4410208735","doi":"10.58931/cdet.2025.3139","title":"GLP-1 Receptor Agonist Use in Pregnancy","year":2025,"lang":"en","type":"article","venue":"Canadian Diabetes & Endocrinology Today","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agonist; Pregnancy; Receptor; Pharmacology; Chemistry; Medicine; Internal medicine; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008531063,0.0001860792,0.0003176446,0.001049754,0.0001015187,0.00004751208,0.0001983777,0.00009916929,0.0006463458],"category_scores_gemma":[0.000604916,0.0001929056,0.00007596178,0.0005388717,0.0001824618,0.0001240918,0.00007323615,0.000336177,0.0002814346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005702883,"about_ca_system_score_gemma":0.0008172469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01634932,"about_ca_topic_score_gemma":0.09609383,"domain_scores_codex":[0.9977316,0.00008552439,0.0002726959,0.0004144606,0.00014608,0.001349606],"domain_scores_gemma":[0.9987929,0.0001750085,0.0000302794,0.0004127085,0.0001178571,0.0004711859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001982215,0.00009588496,0.8736971,0.0002245867,0.0001643951,0.0003120618,0.00004587579,0.000009645951,0.001033265,0.02137615,0.05921612,0.04380506],"study_design_scores_gemma":[0.001212493,0.0001182344,0.6268348,0.0003652397,0.00003079884,0.000001386349,0.00005451281,0.00005217129,0.001522055,0.0007605117,0.3688945,0.0001532286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.930991,0.003102067,0.000009218357,0.01892463,0.0005320871,0.00119508,0.0001182353,0.00008418528,0.04504353],"genre_scores_gemma":[0.9621536,0.0003631628,0.0005630195,0.005272415,0.00003762704,0.0003350005,0.0002629923,0.00002296465,0.03098921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3096784,"threshold_uncertainty_score":0.9902009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790158972206974,"score_gpt":0.2741797683307359,"score_spread":0.2562781786086662,"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."}}