{"id":"W4310211624","doi":"10.1177/00048674221137819","title":"Perinatal mental health and COVID-19: Navigating a way forward","year":2022,"lang":"en","type":"article","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"National Institute for Health and Care Research","keywords":"Mental health; Telepsychiatry; Context (archaeology); Medicine; Pandemic; Anxiety; Telemedicine; Psychiatry; Health care; Nursing; Medical emergency; Psychology; Coronavirus disease 2019 (COVID-19); Disease; Political science","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":[0.01733737,0.0007663063,0.001979416,0.002954931,0.005351194,0.01255349,0.002844404,0.008991243,0.01793971],"category_scores_gemma":[0.04142971,0.0008947985,0.001967215,0.002757366,0.004363774,0.02164665,0.01625792,0.02199064,0.002507407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009716833,"about_ca_system_score_gemma":0.04565826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05776468,"about_ca_topic_score_gemma":0.07923474,"domain_scores_codex":[0.9876825,0.006698591,0.0008540186,0.0006932463,0.001639826,0.002431868],"domain_scores_gemma":[0.9542751,0.01886554,0.002528784,0.0009398669,0.005838021,0.01755276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002603431,0.0002956208,0.02239135,0.007289676,0.000368762,0.002035142,0.01637825,0.0006348915,0.0004564943,0.06124115,0.4280263,0.460622],"study_design_scores_gemma":[0.00007432015,0.000388565,0.03448969,0.04435587,0.000269229,0.002045967,0.07891575,0.0006451719,0.0003017864,0.07111103,0.7670757,0.0003270863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003812202,0.09730708,0.00114882,0.8861772,0.003532083,0.00005891149,0.0005126129,0.00009921996,0.007351856],"genre_scores_gemma":[0.1494229,0.4496446,0.0218266,0.3601972,0.008830819,0.0005011818,0.002310882,0.0002580847,0.007007652],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05776468,"threshold_uncertainty_score":0.1148569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02337566781201705,"score_gpt":0.3425288274597215,"score_spread":0.3191531596477045,"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."}}