{"id":"W3199176382","doi":"10.1192/bjo.2021.1010","title":"Depression in pregnant women with and without COVID-19","year":2021,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Institut du Savoir Montfort; Children’s Health Research Institute; University of Ottawa; Western University","funders":"Canada First Research Excellence Fund","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pregnancy; Depression (economics); Medicine; Psychology; Obstetrics; Virology; Internal medicine; Biology; Economics; Outbreak; Keynesian economics; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004475451,0.00009724941,0.000266441,0.0004140387,0.0003702108,0.0003956199,0.0001612588,0.000285399,0.0009210843],"category_scores_gemma":[0.003171765,0.000266714,0.0001966936,0.0005415161,0.0002937453,0.0002838682,0.0004216808,0.0004269885,0.0001122331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003104154,"about_ca_system_score_gemma":0.0002367307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008753568,"about_ca_topic_score_gemma":0.01351833,"domain_scores_codex":[0.9995284,0.0001481059,0.00005508003,0.00008500103,0.00007609755,0.0001072812],"domain_scores_gemma":[0.9993568,0.0001299368,0.0002994933,0.0000278003,0.0000502717,0.0001357067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008472347,0.00002377213,0.9979925,0.000007438858,0.00001359417,0.0001422673,0.0002809277,0.000004963785,0.0001290826,0.0000150506,0.00005003674,0.001255719],"study_design_scores_gemma":[0.000004217865,0.00008271874,0.9987935,0.00001103599,0.000007742504,0.0003666387,0.0005703925,0.00002339245,0.00002628998,0.00001591346,0.0000962687,0.000001752418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989628,0.0003242218,0.00001952021,0.00005426326,0.000006732122,0.000008656648,0.0001299269,6.380149e-7,0.0004932974],"genre_scores_gemma":[0.9994391,0.0002371485,0.00002633541,0.00004323596,0.000004634187,0.000008606483,0.00008995279,4.37205e-7,0.0001505794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008753568,"threshold_uncertainty_score":0.01740521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04363473712898885,"score_gpt":0.376620442339524,"score_spread":0.3329857052105351,"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."}}