{"id":"W3209892913","doi":"10.1002/14651858.cd014833","title":"Breastfeeding interventions for preventing postpartum depression","year":2021,"lang":"en","type":"article","venue":"Cochrane Database of Systematic Reviews","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Breastfeeding; Psychological intervention; Postpartum depression; Medicine; Depression (economics); Intervention (counseling); Depressive symptoms; Breast feeding; Postnatal Care; Protocol (science); Nursing; Pregnancy; Psychiatry; Pediatrics; Alternative medicine; Anxiety","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":[0.01781053,0.002582659,0.008850077,0.009606357,0.001722854,0.004414302,0.002744543,0.003612962,0.07364051],"category_scores_gemma":[0.04784595,0.001997344,0.0123007,0.008568621,0.001113805,0.003258496,0.002987758,0.003718136,0.005510881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007221877,"about_ca_system_score_gemma":0.02055518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007823236,"about_ca_topic_score_gemma":0.0210285,"domain_scores_codex":[0.984455,0.007103425,0.005121512,0.0007586423,0.002030322,0.0005309842],"domain_scores_gemma":[0.9810331,0.01026057,0.00430919,0.0008164409,0.00296236,0.000618284],"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":[0.001844634,0.0001285553,0.0002105465,0.8891665,0.001877544,0.0001351473,0.0003684019,0.0003836851,0.0005799417,0.002451782,0.02517643,0.07767675],"study_design_scores_gemma":[0.00607988,0.0008490694,0.002413682,0.8152805,0.008952127,0.0002528613,0.0003717802,0.0002982962,0.0005346986,0.002867556,0.1619451,0.0001544531],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"review","genre_scores_codex":[0.001228312,0.1813703,0.002641147,0.002575329,0.001834095,0.7907746,0.01167491,0.0003647245,0.007536554],"genre_scores_gemma":[0.003664292,0.1237532,0.02064656,0.002275237,0.0002292744,0.8423803,0.002310971,0.00005842191,0.0046816],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07364051,"threshold_uncertainty_score":0.2463521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113929212746869,"score_gpt":0.4060969216814254,"score_spread":0.2947040004067385,"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."}}