{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001003223,0.00007034793,0.0001141443,0.00001508344,0.0001598833,0.00001421817,0.00005213918,0.0000201661,0.00009899842],"category_scores_gemma":[0.00004973496,0.00004645116,0.00001858105,0.00005032543,0.00003551411,0.00003736708,0.00002609347,0.000369405,7.575225e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003197114,"about_ca_system_score_gemma":0.0007734678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1519302,"about_ca_topic_score_gemma":0.4385951,"domain_scores_codex":[0.9993898,0.0000361519,0.0001593432,0.00009141948,0.0001338307,0.0001895121],"domain_scores_gemma":[0.9994078,0.00002572093,0.00004473732,0.00004856263,0.000007009341,0.0004662013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002750655,0.000004439409,0.9970971,0.0007662605,0.000007747988,0.0001003372,0.0007739325,0.00001928893,0.000042427,0.000006890389,0.00008198193,0.0008245721],"study_design_scores_gemma":[0.003020809,0.0001292437,0.9717236,0.0003747588,0.00001406304,0.004667925,0.001067183,0.0001373639,0.00009271227,0.00003956919,0.01863121,0.0001016104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98055,0.001950673,0.000006051464,0.01706531,0.0001440067,0.0001147387,0.000009447263,0.000005954766,0.000153849],"genre_scores_gemma":[0.992831,0.00261817,0.00000674625,0.004326042,0.0001286109,0.000003504594,7.518931e-7,0.000006294566,0.00007886374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2866649,"threshold_uncertainty_score":0.8537172,"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."}}