{"id":"W4400040967","doi":"10.58931/cwht.2024.1210","title":"Consideration of Use of Semaglutide and Tirzepatide Prior to Pregnancy","year":2024,"lang":"en","type":"article","venue":"Canadian Women s Health Today","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Semaglutide; Pregnancy; Obstetrics; Medicine; Biology; Endocrinology; Diabetes mellitus","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":[0.001043163,0.0001531503,0.0003443701,0.0006051508,0.001220849,0.0006934435,0.0003892746,0.00179959,0.003105054],"category_scores_gemma":[0.005240497,0.0001450069,0.0003591656,0.0002731705,0.0004368657,0.0005640053,0.0003853976,0.002148982,0.0003139964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001132338,"about_ca_system_score_gemma":0.002955552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01870244,"about_ca_topic_score_gemma":0.04457468,"domain_scores_codex":[0.9991598,0.0003075155,0.00009316586,0.00008821439,0.000214051,0.0001372877],"domain_scores_gemma":[0.9991529,0.0003501307,0.0001145597,0.00003127794,0.00008337723,0.0002677191],"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":[0.001275768,0.0004278616,0.2085176,0.0008540682,0.0001730745,0.1192667,0.002759348,0.001406847,0.004970302,0.01375853,0.07371642,0.5728735],"study_design_scores_gemma":[0.0002619038,0.00215727,0.3129003,0.006683051,0.0003376999,0.2093822,0.007377475,0.003453523,0.003876296,0.02620978,0.4270853,0.0002750583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.309777,0.06948768,0.009326546,0.3701265,0.006164771,0.0004676095,0.0007272072,0.0002925628,0.2336303],"genre_scores_gemma":[0.9119613,0.03198748,0.005890142,0.03754327,0.002702582,0.0001522187,0.0002074665,0.00004399022,0.009511467],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01870244,"threshold_uncertainty_score":0.03718716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772361199631408,"score_gpt":0.2860579512809265,"score_spread":0.2583343392846125,"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."}}