{"id":"W4391897672","doi":"10.1111/ppe.13060","title":"Temporal changes in <scp>pre‐existing</scp> health conditions five years prior to pregnancy in British Columbia, Canada, 2000–2019","year":2024,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Environmental Health Sciences; National Heart, Lung, and Blood Institute; Vetenskapsrådet","keywords":"Medicine; Pregnancy; Childbirth; Cohort; Population; Anxiety; Cohort study; Diabetes mellitus; Demography; Pediatrics; Obstetrics; Environmental health; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006094371,0.0003187809,0.000437744,0.002023183,0.00223779,0.00155203,0.001635019,0.0008229943,0.002660292],"category_scores_gemma":[0.002634765,0.0004527034,0.000623478,0.005014858,0.000586672,0.0005557866,0.001117476,0.001595912,0.0003705455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02209486,"about_ca_system_score_gemma":0.02236981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9950365,"about_ca_topic_score_gemma":0.9964557,"domain_scores_codex":[0.998935,0.00007439315,0.0001060954,0.000184724,0.0002968399,0.00040284],"domain_scores_gemma":[0.9962787,0.0001598722,0.0007171051,0.0001080741,0.00196157,0.000774728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008864443,0.00003308508,0.9890823,0.00009914563,0.00009238675,0.0001850656,0.0006819852,0.00017891,0.0001454255,0.0001088956,0.003535083,0.005768951],"study_design_scores_gemma":[0.000002308507,0.000006543599,0.9982306,0.00004966611,0.0000155181,0.00005706827,0.0006142815,0.0001114514,0.00001876317,0.000008484513,0.0008789268,0.000006426925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539751,0.004270726,0.0002295157,0.002116579,0.0000841493,0.00006457047,0.03306675,0.00005275413,0.006139884],"genre_scores_gemma":[0.9874846,0.002027968,0.0002268399,0.0003314857,0.00002182625,0.00004247344,0.007836021,0.00001204799,0.002016704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02209486,"threshold_uncertainty_score":0.1603102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244464327351636,"score_gpt":0.3201133424132475,"score_spread":0.2956669096780839,"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."}}