{"id":"W3154964385","doi":"10.2196/26098","title":"The Value of Mobile Health in Improving Breastfeeding Outcomes Among Perinatal or Postpartum Women: Systematic Review and Meta-analysis of Randomized Controlled Trials","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Fujian Province","keywords":"Breastfeeding; Medicine; mHealth; Psychological intervention; Overweight; Randomized controlled trial; Breast feeding; Breast milk; Obstetrics; Obesity; Pediatrics; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02223306,0.003153865,0.02498696,0.008975914,0.0007961307,0.004228581,0.002663193,0.002871253,0.004308862],"category_scores_gemma":[0.06607748,0.001556975,0.03634943,0.008472351,0.001039729,0.002889842,0.00196159,0.002722129,0.0002532259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004709255,"about_ca_system_score_gemma":0.007549328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007679421,"about_ca_topic_score_gemma":0.01390713,"domain_scores_codex":[0.9798177,0.009934139,0.006561086,0.001284233,0.001977442,0.0004254001],"domain_scores_gemma":[0.9547698,0.03588995,0.006108714,0.0007301707,0.002098305,0.0004029522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002079455,0.0000370987,0.001137625,0.6899928,0.2893206,0.00006810512,0.00008081331,0.0003366481,0.00009063194,0.0001354099,0.0003653002,0.01635556],"study_design_scores_gemma":[0.001518509,0.0003403933,0.001714453,0.09432985,0.899707,0.00007077657,0.0000538528,0.0002161795,0.0001191387,0.0002445726,0.001657351,0.00002786327],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002263666,0.9955661,0.0004862314,0.0001853614,0.0001522367,0.000811987,0.0003026621,0.00002211372,0.0002096081],"genre_scores_gemma":[0.08564247,0.905175,0.003456667,0.0009144113,0.0002581782,0.003797634,0.0004765903,0.00002608699,0.0002530224],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02498696,"threshold_uncertainty_score":0.117581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099873085382577,"score_gpt":0.4573487173126151,"score_spread":0.3473614087743574,"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."}}