{"id":"W4416596737","doi":"10.1186/s12884-025-08022-z","title":"Association between maternal exposure to oil and gas extraction process with adverse birth outcomes: a systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reproductive medicine; Adverse effect; Pregnancy; Association (psychology); MEDLINE; Risk assessment","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":[0.0115805,0.002778069,0.01734365,0.007508602,0.0007706503,0.003413524,0.00253798,0.0023008,0.003748741],"category_scores_gemma":[0.0326535,0.001495949,0.03531988,0.008188975,0.0007333195,0.001683165,0.001769316,0.001682604,0.0002933997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002844896,"about_ca_system_score_gemma":0.005843156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008584463,"about_ca_topic_score_gemma":0.01946619,"domain_scores_codex":[0.9921734,0.003011184,0.002678329,0.0008000422,0.00102569,0.0003112963],"domain_scores_gemma":[0.9807389,0.01383322,0.003178722,0.0005001281,0.001533515,0.0002154361],"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":[0.001294146,0.00004259361,0.004888273,0.625965,0.354022,0.0001763726,0.0001060644,0.0004044461,0.000214837,0.0001067218,0.0005255038,0.01225396],"study_design_scores_gemma":[0.0002881959,0.000213297,0.004217958,0.04734459,0.945724,0.0001287803,0.0000533592,0.000153753,0.0001334587,0.000123835,0.001593891,0.00002482297],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003897825,0.9945372,0.0003853968,0.0001329845,0.00009132321,0.0003002525,0.0004586258,0.00001748206,0.0001788325],"genre_scores_gemma":[0.08228086,0.9127247,0.001905474,0.0005598265,0.0001847006,0.001277173,0.0007568798,0.00001873159,0.000291745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01734365,"threshold_uncertainty_score":0.06124425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347930596639624,"score_gpt":0.2484296361306995,"score_spread":0.2349503301643033,"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."}}