{"id":"W4404518210","doi":"10.1097/01.aoa.0001080140.02901.3b","title":"Time Trends in Preeclampsia and Gestational Diabetes in Denmark and Alberta, Canada, 2005 to 2018: A Population-Based Cohort Study","year":2024,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gestational diabetes; Preeclampsia; Obstetrics; Cohort; Population; Demography; Pregnancy; Gestation; Environmental health; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007568059,0.0004065526,0.0006060844,0.001822453,0.001578929,0.001586484,0.001396693,0.000722184,0.001437741],"category_scores_gemma":[0.001756058,0.0006737119,0.0009301436,0.006079997,0.0004973251,0.0004724316,0.00108493,0.0009000885,0.0003031485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01266508,"about_ca_system_score_gemma":0.01307581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9811704,"about_ca_topic_score_gemma":0.9811275,"domain_scores_codex":[0.9989212,0.000075292,0.0001364361,0.000235704,0.0003383624,0.0002931499],"domain_scores_gemma":[0.9982036,0.00008584011,0.0003350079,0.0001078601,0.0008108912,0.0004568703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001131732,0.00002803103,0.9966283,0.00003410532,0.0001465443,0.00009518112,0.00027031,0.00007028651,0.00009500945,0.00005014822,0.001098071,0.001370857],"study_design_scores_gemma":[0.000008810435,0.00001451123,0.9985147,0.00002904732,0.00006201242,0.00005623295,0.0005788227,0.0000914361,0.00001715628,0.000009148019,0.0006112957,0.000006780812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728539,0.003072454,0.0001318388,0.0003246042,0.0000432723,0.00005537246,0.02130856,0.00002192651,0.002188083],"genre_scores_gemma":[0.9874594,0.001858312,0.0002139202,0.0001283343,0.00001559923,0.00003730699,0.008708229,0.000009652745,0.001569153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01882964,"threshold_uncertainty_score":0.091892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008423377568553804,"score_gpt":0.2335731041441953,"score_spread":0.2251497265756415,"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."}}