{"id":"W4389265492","doi":"10.3389/fmed.2023.1259680","title":"The relationship between cadmium exposure and preeclampsia: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Frontiers in Medicine","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Publication bias; Preeclampsia; Medicine; Confidence interval; Cadmium; CADMIUM EXPOSURE; Obstetrics; Pregnancy; Internal medicine; Biology; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005294804,0.0004093298,0.007060897,0.0001917616,0.0001930898,0.00002456033,0.000379854,0.0002411643,0.00006396446],"category_scores_gemma":[0.002602848,0.000196774,0.0005446476,0.00184421,0.0004635175,0.00008104634,0.0001927956,0.0005816384,0.0000331235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077823,"about_ca_system_score_gemma":0.00002089933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001261243,"about_ca_topic_score_gemma":0.0001703527,"domain_scores_codex":[0.9958488,0.00134808,0.001420354,0.0005475499,0.0005317507,0.0003035101],"domain_scores_gemma":[0.9966581,0.001884692,0.0005582414,0.0007120055,0.00000749087,0.0001794465],"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":[0.000001206259,0.00001165421,0.01187211,0.9063776,0.06109513,0.00002984888,0.0002675866,6.187913e-7,3.688021e-9,0.00005569939,0.01339706,0.006891546],"study_design_scores_gemma":[0.00007831444,0.00004900536,0.001587496,0.01898399,0.9171605,0.00001065741,0.00006019392,0.000003035715,6.934455e-9,0.0005240574,0.06129035,0.0002524426],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002189655,0.9962236,0.0002664129,0.0008024793,0.00008570534,0.00233037,0.00002356657,0.00002535494,0.0002403472],"genre_scores_gemma":[0.00005879626,0.9953128,0.0002229227,0.0001573415,0.00004141757,0.0004755482,0.00003560024,0.00002946253,0.003666186],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8873935,"threshold_uncertainty_score":0.8024213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332051563749626,"score_gpt":0.3557103265342049,"score_spread":0.2225051701592423,"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."}}