{"id":"W4401510402","doi":"10.1111/birt.12862","title":"The impact of relationship factors on antenatal depression in the context of the COVID‐19 pandemic","year":2024,"lang":"en","type":"article","venue":"Birth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Calgary Health Foundation; Alberta Children's Hospital Foundation; Children's Hospital Foundation","keywords":"Antenatal depression; Depression (economics); Context (archaeology); Medicine; Logistic regression; Mental health; Pandemic; Cohort study; Cohort; Psychiatry; Demography; Clinical psychology; Psychology; Coronavirus disease 2019 (COVID-19); Anxiety; Internal medicine; Depressive symptoms; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.002179235,0.000280933,0.0004008875,0.0004768485,0.0006801248,0.001262601,0.0006419598,0.0005259925,0.001788026],"category_scores_gemma":[0.01354053,0.000248804,0.0009139974,0.0009140449,0.000446343,0.0005760421,0.001224649,0.001648361,0.0001195588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001462232,"about_ca_system_score_gemma":0.001800857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08128733,"about_ca_topic_score_gemma":0.1050398,"domain_scores_codex":[0.998091,0.0009959302,0.00009768873,0.0001620696,0.0002436501,0.0004096401],"domain_scores_gemma":[0.9952458,0.001870935,0.001502836,0.0002076043,0.0004163615,0.0007565622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001058372,0.00005100598,0.9945903,0.00003206505,0.0001307939,0.0001025888,0.0003769067,0.00007574933,0.00005131883,0.00005400659,0.0001391452,0.00429023],"study_design_scores_gemma":[0.000003215965,0.00005012332,0.9986161,0.00003831364,0.00006219689,0.0001002093,0.0006949272,0.0002551721,0.00001700529,0.0000330306,0.0001261754,0.000003505985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964327,0.001723836,0.0001183786,0.0005460192,0.0000203881,0.0000178289,0.000245068,0.000002975218,0.0008927305],"genre_scores_gemma":[0.9992501,0.0003986493,0.00007961231,0.00005401314,0.000008835341,0.000008132475,0.0001088086,0.000001438383,0.00009046293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08128733,"threshold_uncertainty_score":0.1616284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07324145620833632,"score_gpt":0.3760496829634316,"score_spread":0.3028082267550953,"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."}}