{"id":"W4407875252","doi":"10.3390/vaccines13030222","title":"The Relationship Between Postpartum Depression and Timely Child Vaccination: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Vaccines","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"CINAHL; PsycINFO; Medicine; Vaccination; Postpartum depression; MEDLINE; Scopus; Family medicine; Psychiatry; Pregnancy; Psychological intervention; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007859238,0.001111923,0.006642251,0.007019695,0.0005922514,0.002653892,0.002046492,0.002033409,0.003653075],"category_scores_gemma":[0.04491856,0.001218221,0.006196478,0.009453662,0.0008139915,0.002212224,0.001337345,0.001173803,0.0002667341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003202077,"about_ca_system_score_gemma":0.01086987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008628639,"about_ca_topic_score_gemma":0.02446178,"domain_scores_codex":[0.993172,0.002200217,0.002709752,0.0005304299,0.00115818,0.0002295215],"domain_scores_gemma":[0.9596685,0.02962926,0.007568541,0.0004519656,0.002346604,0.0003351638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001565345,0.00001552562,0.00183504,0.9717497,0.00768405,0.0001147414,0.0002018168,0.00005668003,0.00007703662,0.0000909572,0.0007571949,0.01726076],"study_design_scores_gemma":[0.0002259431,0.0002126218,0.008073129,0.9094379,0.07324922,0.0004556839,0.0003918765,0.0001014061,0.000129004,0.0001582416,0.007533028,0.00003193675],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002447311,0.9961892,0.0001262456,0.0002391742,0.00007188025,0.0003165357,0.0003782232,0.000007293652,0.0002243294],"genre_scores_gemma":[0.0345284,0.9630206,0.0006844593,0.0005448545,0.00008326238,0.0007498523,0.0002623163,0.000005035482,0.0001212378],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008628639,"threshold_uncertainty_score":0.04156417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04480874423966977,"score_gpt":0.3689682878132235,"score_spread":0.3241595435735538,"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."}}