{"id":"W3212534278","doi":"10.54434/candj.65","title":"Perinatal Mood and Anxiety Disorders during the COVID-19 Pandemic in Canada","year":2020,"lang":"en","type":"article","venue":"CAND Journal","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Pandemic; Seclusion; Mood; Mental health; Psychiatry; Mood disorders; Psychology; Coronavirus disease 2019 (COVID-19); Perinatal period; Medicine; Stressor; Clinical psychology; Pregnancy; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003224436,0.0001855814,0.0002904235,0.0007925897,0.004295988,0.001047384,0.0006907923,0.0004252444,0.0022866],"category_scores_gemma":[0.001447302,0.0003567315,0.0002787008,0.001866037,0.0004991386,0.0003237746,0.001072278,0.001409684,0.0001275139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03403192,"about_ca_system_score_gemma":0.0388786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923469,"about_ca_topic_score_gemma":0.996362,"domain_scores_codex":[0.9993176,0.00006020035,0.00003851969,0.00006062895,0.0001787194,0.0003443896],"domain_scores_gemma":[0.9991409,0.00003393787,0.0001464541,0.0000132071,0.000258243,0.0004071903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002098941,0.0001376015,0.9614863,0.0001231194,0.00005825738,0.002322687,0.005660334,0.00009737888,0.0004911692,0.0004705359,0.004603921,0.02433896],"study_design_scores_gemma":[0.00001509318,0.00004640695,0.987555,0.0001436199,0.0000232585,0.0005386317,0.009966647,0.0001062507,0.00005667319,0.00004942021,0.00148022,0.00001886821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830426,0.002925534,0.00008653026,0.003418403,0.0000798347,0.0001729781,0.002424005,0.00001048264,0.007839734],"genre_scores_gemma":[0.993286,0.003470366,0.0001416399,0.0006621163,0.00002462292,0.00003279575,0.0006204645,0.000004730312,0.0017573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03403192,"threshold_uncertainty_score":0.24692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02002122290232561,"score_gpt":0.2721369137440061,"score_spread":0.2521156908416805,"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."}}