{"id":"W3156385191","doi":"10.2196/25407","title":"Protocol for the Pregnancy During the COVID-19 Pandemic (PdP) Study: A Longitudinal Cohort Study of Mental Health Among Pregnant Canadians During the COVID-19 Pandemic and Developmental Outcomes in Their Children","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada; Alberta Children's Hospital Research Institute; Canadian Child Health Clinician Scientist Program; University of Calgary","keywords":"Medicine; Psychosocial; Pregnancy; Anxiety; Longitudinal study; Pandemic; Mental health; Public health; Cohort study; Socioeconomic status; Cohort; Distress; Population; Demography; Psychiatry; Clinical psychology; Coronavirus disease 2019 (COVID-19); Environmental health; Disease; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.01156738,0.002962743,0.001958471,0.002501019,0.01117182,0.003871476,0.005384034,0.002850707,0.02476376],"category_scores_gemma":[0.0104403,0.00233716,0.002145237,0.004258499,0.001753575,0.002026312,0.002930202,0.003883078,0.006859888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01724313,"about_ca_system_score_gemma":0.06072113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4986632,"about_ca_topic_score_gemma":0.5688116,"domain_scores_codex":[0.9938138,0.002055363,0.0006642769,0.001330302,0.0009328143,0.001203495],"domain_scores_gemma":[0.992049,0.0003680992,0.0008151088,0.0009133593,0.004155737,0.001698752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.03819756,0.01123778,0.2526512,0.01264644,0.001739848,0.003589523,0.01191581,0.002876925,0.005005636,0.01152553,0.5749986,0.07361511],"study_design_scores_gemma":[0.02986086,0.007470635,0.6212035,0.007954529,0.000946822,0.0007376924,0.01107247,0.003333168,0.00180949,0.004219085,0.3107299,0.0006617972],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02447836,0.0006547593,0.003602677,0.001284149,0.0006685245,0.8769904,0.08429282,0.0001857919,0.007842547],"genre_scores_gemma":[0.01908422,0.0004276057,0.005626743,0.001104251,0.0001583868,0.9518108,0.01869013,0.00002846017,0.003069257],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.5013368,"threshold_uncertainty_score":0.9915213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2397015633828903,"score_gpt":0.5213241081366247,"score_spread":0.2816225447537344,"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."}}