{"id":"W4414071349","doi":"10.47363/jmhc/2025(7)315","title":"Impact of Early-Life Antibiotic Exposure on the Risk of Childhood Obesity: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Medicine and HealthCare","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Overweight; Obesity; Risk assessment; Endocrine disruptor; Antibiotics; Gut flora","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01098934,0.002828044,0.01881708,0.007111342,0.0007062178,0.003426149,0.002334456,0.002399995,0.003593049],"category_scores_gemma":[0.02865139,0.001587501,0.04240898,0.008014655,0.0006901592,0.001792182,0.001762679,0.002032907,0.0002927623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002778396,"about_ca_system_score_gemma":0.004828317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009799503,"about_ca_topic_score_gemma":0.02099486,"domain_scores_codex":[0.9923691,0.003164445,0.002391887,0.0008098826,0.0009226957,0.0003419553],"domain_scores_gemma":[0.9803693,0.0145107,0.002886933,0.0005187344,0.001462013,0.0002523624],"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":[0.0015985,0.00003555499,0.004594488,0.5109622,0.4689069,0.0001553453,0.00007715069,0.0005749738,0.0001818788,0.0001167839,0.0005608733,0.01223535],"study_design_scores_gemma":[0.0003500282,0.0001799702,0.004599976,0.03912871,0.9536679,0.0000994806,0.00003971799,0.00019278,0.0000986864,0.0001229591,0.001494143,0.00002569892],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003688582,0.9948258,0.0003620906,0.0001376706,0.00009045292,0.0002262165,0.0004687389,0.00001974122,0.0001806365],"genre_scores_gemma":[0.1094601,0.8858642,0.001808895,0.0005902108,0.0001830708,0.001027281,0.0007774804,0.00002514332,0.0002635753],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01881708,"threshold_uncertainty_score":0.05811787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06274324196891239,"score_gpt":0.3748262406639311,"score_spread":0.3120829986950187,"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."}}