{"id":"W4416840709","doi":"10.4103/tcmj.tcmj-d-25-00005","title":"Shedding light on gestational loss: The role of Vitamin D 25(OH)D deficiency in miscarriage – A systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"Tzu Chi Medical Journal","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Miscarriage; vitamin D deficiency; Pregnancy; Vitamin D and neurology; Odds ratio; Recurrent miscarriage; Confidence interval","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":[0.004512048,0.0001700133,0.001742562,0.0004761398,0.0001496656,0.00002565106,0.0002791676,0.00006979195,0.000540646],"category_scores_gemma":[0.006647009,0.00007836078,0.0005301564,0.001004366,0.0002177483,0.00004379516,0.0001129515,0.0007456399,0.000005549187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008462411,"about_ca_system_score_gemma":0.0002496291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001003875,"about_ca_topic_score_gemma":0.00002490208,"domain_scores_codex":[0.9963209,0.0005823927,0.0009769276,0.0002097627,0.001630481,0.000279549],"domain_scores_gemma":[0.9980672,0.0009969856,0.0002458396,0.0002826244,0.0001917211,0.0002156084],"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":[0.0002847104,0.003826735,0.02241004,0.4969988,0.4178768,0.003357802,0.008686119,0.00009308756,0.001160294,0.03151685,0.01092179,0.002867043],"study_design_scores_gemma":[0.003748925,0.0007275591,0.0710928,0.05563678,0.8564332,0.001614155,0.004685728,0.001978201,0.0004357819,0.00270582,0.0004633695,0.0004776353],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08105561,0.7343052,0.0009435914,0.1650098,0.0001272753,0.003066731,0.00003369905,0.00003285816,0.01542517],"genre_scores_gemma":[0.9884633,0.008574335,0.0001476364,0.002072075,0.0000403372,0.00008240955,0.000002565074,0.000008333843,0.0006089587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9074078,"threshold_uncertainty_score":0.7957572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974424561213101,"score_gpt":0.3434535592839349,"score_spread":0.3237093136718039,"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."}}