{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001818798,0.0002313778,0.000367986,0.0006150986,0.001047995,0.0008041269,0.0003827339,0.0009212322,0.001062038],"category_scores_gemma":[0.003244733,0.0005744028,0.0005000298,0.0009758204,0.0004547195,0.0008643859,0.001064864,0.001205924,0.0002833828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007452658,"about_ca_system_score_gemma":0.0009844684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03666944,"about_ca_topic_score_gemma":0.05079699,"domain_scores_codex":[0.9990234,0.0004554025,0.00008604467,0.00012454,0.00008781458,0.0002227077],"domain_scores_gemma":[0.9985,0.0002931199,0.0004846373,0.0001147635,0.0001771267,0.0004303335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009105681,0.0001267741,0.9948546,0.00001928915,0.00002798931,0.0002063136,0.003046469,0.00001632827,0.0002706239,0.00001400114,0.0001936833,0.001132825],"study_design_scores_gemma":[0.00000593985,0.0002667504,0.9922532,0.00002286149,0.00001413212,0.0001407134,0.006981686,0.00005489298,0.00003103918,0.000007905603,0.0002130707,0.000007758951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992381,0.00007332792,0.00004417441,0.00008470876,0.00000416456,0.00002489649,0.0003607123,0.000001352243,0.000168585],"genre_scores_gemma":[0.9987692,0.0001819196,0.0001203028,0.0001305563,0.000006528525,0.00006206267,0.0005464081,0.000001903752,0.0001809324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03666944,"threshold_uncertainty_score":0.07291198,"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."}}