{"id":"W4386639627","doi":"10.7717/peerj.15965","title":"Risk factors for adverse pregnancy outcomes in Chinese women: a meta-analysis","year":2023,"lang":"en","type":"review","venue":"PeerJ","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pregnancy; Gestational diabetes; Odds ratio; Obstetrics; Meta-analysis; Cochrane Library; Adverse effect; Confidence interval; Gestational age; Gestation; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008164041,0.0004889034,0.006813579,0.0008924098,0.00005924878,0.000009883841,0.000130792,0.000251419,0.0002809513],"category_scores_gemma":[0.002467268,0.0002761248,0.004690159,0.001472633,0.0000245938,0.00006258099,0.00003216877,0.0004228069,0.0001075155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000284907,"about_ca_system_score_gemma":0.000230741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002735498,"about_ca_topic_score_gemma":0.000191417,"domain_scores_codex":[0.9971889,0.0002040199,0.0009764544,0.0008026811,0.0003397618,0.0004881793],"domain_scores_gemma":[0.9976462,0.0006077231,0.0005894255,0.0008299733,0.000123467,0.0002031711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00008031618,0.0006400261,0.04446443,0.07358421,0.410843,0.0000551321,0.002587766,0.00002284746,1.009788e-7,0.00003115676,0.0002871002,0.4674039],"study_design_scores_gemma":[0.0009163556,0.0002244923,0.0330775,0.0008050508,0.6342233,0.000002486784,0.0002332824,0.00002268956,5.239794e-8,0.0001819148,0.3298179,0.0004950053],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001436789,0.9937435,0.00005529721,0.0001878179,0.0002114451,0.003742402,0.0004737817,0.00009669094,0.0000523032],"genre_scores_gemma":[0.0002325637,0.9782224,0.0001024983,0.00003367507,0.0001402433,0.002630609,0.000478129,0.0000710383,0.01808879],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4669089,"threshold_uncertainty_score":0.9999691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1772820014121218,"score_gpt":0.4449058474711585,"score_spread":0.2676238460590367,"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."}}