{"id":"W4313889687","doi":"10.3390/jcm12020490","title":"Association of Maternal Anemia and Cesarean Delivery: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Qassim University","keywords":"Medicine; Meta-analysis; Anemia; Cesarean delivery; Association (psychology); Obstetrics; Pregnancy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009565094,0.00241331,0.01557905,0.005856581,0.0006617602,0.002933937,0.001890355,0.002092124,0.002960576],"category_scores_gemma":[0.02274434,0.00144482,0.0358597,0.006678686,0.0005473285,0.001318666,0.001270826,0.001821177,0.0002317617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001987187,"about_ca_system_score_gemma":0.003163437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005871592,"about_ca_topic_score_gemma":0.01260218,"domain_scores_codex":[0.9944036,0.002461863,0.001638547,0.0005587923,0.0007143887,0.0002229225],"domain_scores_gemma":[0.9865518,0.0100387,0.001920699,0.0004090722,0.00091156,0.000168175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00184825,0.00004807716,0.005726214,0.4040689,0.5725379,0.0001881401,0.00009791218,0.0005976988,0.0002572229,0.0001377618,0.0005796904,0.01391225],"study_design_scores_gemma":[0.00025099,0.0001851384,0.003884766,0.02012186,0.9737434,0.0001272547,0.0000331887,0.0001832939,0.00009254301,0.000116732,0.001241806,0.00001905338],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004384048,0.9944894,0.0003378944,0.0001228049,0.00009428791,0.0001659431,0.0002542595,0.00001465241,0.0001366321],"genre_scores_gemma":[0.1055092,0.8905346,0.001708498,0.0004996277,0.0002171732,0.0006717329,0.0005873395,0.00001803759,0.000253784],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01557905,"threshold_uncertainty_score":0.05058569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2080789834485806,"score_gpt":0.480091860239323,"score_spread":0.2720128767907424,"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."}}