{"id":"W4200390304","doi":"10.1016/j.jad.2021.12.057","title":"Fear of COVID-19, mental health, and pregnancy outcomes in the pregnancy during the COVID-19 pandemic study","year":2021,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Alberta Children's Hospital Research Institute","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Pregnancy; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mental health; Coronavirus Infections; Betacoronavirus; Psychiatry; Medicine; Psychology; Obstetrics; Virology; Internal medicine; Infectious disease (medical specialty); Biology; Disease; Outbreak","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008574471,0.0001994805,0.0005600461,0.0001441705,0.0003107611,0.00002023855,0.0001870177,0.00005569657,0.0000342849],"category_scores_gemma":[0.0008417298,0.0001135617,0.0001475906,0.0002787926,0.0001399962,0.0001236366,0.00007667824,0.0005189469,8.44745e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00033703,"about_ca_system_score_gemma":0.0008082846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004802729,"about_ca_topic_score_gemma":0.00159954,"domain_scores_codex":[0.9973515,0.0009583122,0.0006569281,0.0002185581,0.0005070166,0.0003076412],"domain_scores_gemma":[0.998103,0.0006737167,0.000548476,0.0002599366,0.00006053481,0.0003543207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004233602,0.001067804,0.9586495,0.003349094,0.0001478819,0.00015382,0.03459474,0.00001962999,0.00003700901,0.00004142749,0.00003224388,0.001483505],"study_design_scores_gemma":[0.009483689,0.002628836,0.9448854,0.004729447,0.00007472913,0.0008356282,0.03636019,0.000005243534,0.00006727166,0.0004798232,0.0003136385,0.0001360474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608182,0.02481972,0.00003275696,0.01236052,0.0002565793,0.001595973,0.00001902906,0.00001002991,0.00008722705],"genre_scores_gemma":[0.9922599,0.00511098,0.00002461125,0.002384771,0.00002074683,0.00003000493,0.000002613853,0.00001657021,0.0001498081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03144173,"threshold_uncertainty_score":0.463091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03312515549070897,"score_gpt":0.3701234883593701,"score_spread":0.3369983328686611,"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."}}