{"id":"W4406599339","doi":"10.3390/ijerph22010124","title":"Paternal Depression and Anxiety During the COVID-19 Pandemic","year":2025,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; Western University; University of Manitoba; Simon Fraser University","funders":"Children's Hospital Research Institute of Manitoba; University of Manitoba; Research Manitoba","keywords":"Anxiety; Mental health; Depression (economics); Psychiatry; Pandemic; Medicine; Psychology; Clinical psychology; Coronavirus disease 2019 (COVID-19); Disease; Internal medicine","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":[0.0004741875,0.00009668095,0.0001357322,0.0001594872,0.0005406448,0.0003840247,0.0001575725,0.0001572955,0.0009929816],"category_scores_gemma":[0.001827936,0.0001403652,0.0001499133,0.0002302194,0.000239137,0.0001491364,0.000353645,0.0003829915,0.00008104435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008983561,"about_ca_system_score_gemma":0.0009539388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1103323,"about_ca_topic_score_gemma":0.2097335,"domain_scores_codex":[0.99961,0.0001258617,0.00001866455,0.00004162656,0.00008287451,0.0001210602],"domain_scores_gemma":[0.9992041,0.0001224369,0.0003490045,0.00002235048,0.00009802636,0.0002040607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002536207,0.00001166156,0.9950849,0.000007962337,0.00001115378,0.0001115437,0.0008607951,0.00002103851,0.0001028597,0.00003115024,0.0001701321,0.003561366],"study_design_scores_gemma":[9.333099e-7,0.00003427374,0.9982864,0.0000116964,0.000005255642,0.0002124798,0.00115039,0.00003614974,0.00002862919,0.000009512273,0.0002222556,0.000001885821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983218,0.0004973447,0.0000650822,0.000162396,0.000008917083,0.000003874488,0.0001386206,0.000001597068,0.0008002114],"genre_scores_gemma":[0.9992969,0.0003645427,0.00003806818,0.00002869057,0.00000418434,0.000001866862,0.00006405594,4.346482e-7,0.000201328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1103323,"threshold_uncertainty_score":0.2193803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07681064711855908,"score_gpt":0.423075455899079,"score_spread":0.3462648087805199,"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."}}