{"id":"W4411947471","doi":"10.1186/s13006-025-00744-2","title":"Predictors of exclusive breastfeeding: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"International Breastfeeding Journal","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Breastfeeding; Meta-analysis; Systematic review; MEDLINE; Pediatrics; Internal medicine","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":[0.01374637,0.00335234,0.02072366,0.009059591,0.0008762605,0.003777879,0.002364958,0.002081834,0.004233418],"category_scores_gemma":[0.03747889,0.001738546,0.039548,0.00964103,0.0008014964,0.002066489,0.001671247,0.001915933,0.0003764053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003031682,"about_ca_system_score_gemma":0.006526548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008292037,"about_ca_topic_score_gemma":0.01689531,"domain_scores_codex":[0.9904985,0.003816975,0.003132454,0.0009016013,0.001308583,0.0003419861],"domain_scores_gemma":[0.9750252,0.01866044,0.00361855,0.0005658195,0.001864734,0.0002652833],"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":[0.001251148,0.00003967371,0.004610832,0.5980636,0.3780805,0.0001823626,0.0001091355,0.0004451148,0.0001956426,0.0001374857,0.0007537314,0.01613075],"study_design_scores_gemma":[0.000316888,0.0001648021,0.003441485,0.04549658,0.9481326,0.0001534681,0.00004913061,0.0001503103,0.0001109053,0.0001389015,0.001822891,0.00002204719],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00280493,0.9955828,0.0003668831,0.0001620169,0.00009965581,0.0002806043,0.000497143,0.00002104153,0.0001851249],"genre_scores_gemma":[0.06863203,0.9265612,0.001934194,0.0005484049,0.0001780466,0.001073944,0.0008237449,0.00002312317,0.0002253274],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02072366,"threshold_uncertainty_score":0.07269859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05967132797392589,"score_gpt":0.3772485880816256,"score_spread":0.3175772601076997,"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."}}