{"id":"W3106900829","doi":"10.1093/eurpub/ckaa223","title":"Pregnant under the pressure of a pandemic: a large-scale longitudinal survey before and during the COVID-19 outbreak","year":2020,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Vetenskapsrådet; Göteborgs Universitet; Knut och Alice Wallenbergs Stiftelse; Svenska Forskningsrådet Formas","keywords":"Pandemic; Feeling; Medicine; Outbreak; Pregnancy; Longitudinal study; Isolation (microbiology); Anxiety; Health care; Coronavirus disease 2019 (COVID-19); Family medicine; Social isolation; Focus group; Public health; Demography; Environmental health; Psychology; Psychiatry; Nursing; Disease; Social psychology; Infectious disease (medical specialty); Virology","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":[],"consensus_categories":[],"category_scores_codex":[0.016922,0.0001522629,0.0004083046,0.0000987159,0.0002517999,0.00005677612,0.0002746258,0.00002478914,0.00005734457],"category_scores_gemma":[0.003571691,0.000077655,0.000110442,0.0003998786,0.0001657574,0.0001650834,0.0001539722,0.0006447429,0.000003017723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490215,"about_ca_system_score_gemma":0.001552707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001444131,"about_ca_topic_score_gemma":0.0001984432,"domain_scores_codex":[0.9941366,0.003780422,0.0008252815,0.0002619857,0.0005856552,0.0004101123],"domain_scores_gemma":[0.9973241,0.0002408617,0.0008276424,0.0003906268,0.0002946892,0.0009220864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002926418,0.0002048927,0.9679262,0.000962053,0.0003036252,0.00006804639,0.01774628,0.0001460003,0.0002232494,0.00005410371,0.003949637,0.008123251],"study_design_scores_gemma":[0.001872909,0.0009132663,0.9484677,0.00009980267,0.00005426388,0.001291288,0.001458179,0.0001005312,0.000005918114,0.000008893415,0.04566738,0.00005990403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6852832,0.002618618,0.01175938,0.2995782,0.0001469702,0.0004579399,0.00004715909,0.00003266734,0.00007579916],"genre_scores_gemma":[0.9888463,0.00033818,0.00007931123,0.009982022,0.0005413851,8.298323e-7,0.00000397988,0.00003251401,0.0001754901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3035631,"threshold_uncertainty_score":0.5864862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1412227202332078,"score_gpt":0.3643729468358328,"score_spread":0.223150226602625,"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."}}