{"id":"W4413992577","doi":"10.12669/pjms.41.9.12685","title":"Comparative analysis of pregnancy outcomes after emergency and elective cerclage: A systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Pakistan Journal of Medical Sciences","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Pregnancy; Obstetrics; Intensive care medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003214696,0.0003853737,0.01434926,0.001333671,0.0000851206,0.00003580369,0.0004746251,0.0001613615,0.001398142],"category_scores_gemma":[0.001249494,0.0001860633,0.003581972,0.004635208,0.0005225759,0.0001176557,0.0001037141,0.0004902831,6.248484e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004738376,"about_ca_system_score_gemma":0.0006925283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001968425,"about_ca_topic_score_gemma":0.00008171252,"domain_scores_codex":[0.993843,0.0009208638,0.002684028,0.000389359,0.001911116,0.0002515994],"domain_scores_gemma":[0.9958046,0.0009307598,0.002180209,0.0002786558,0.0003275991,0.0004781768],"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":[0.000005001701,0.00007008667,0.0006342261,0.6329337,0.3624856,0.0001130793,0.0003348148,7.310817e-8,7.820235e-9,0.00008726053,0.00004725226,0.003288873],"study_design_scores_gemma":[0.0001041443,0.0001756365,0.0003721988,0.09574334,0.9027831,0.00007159558,0.0001243549,0.000006837828,6.010282e-8,0.00003319987,0.0004421095,0.0001434038],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003560121,0.9980922,0.0001764421,0.000528305,0.00004919053,0.0007838646,0.00008956419,0.000003815471,0.0002409576],"genre_scores_gemma":[0.002852696,0.9965696,0.0001316789,0.0001233497,0.0000108208,0.00004802123,0.000006059774,0.000004053476,0.0002537739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5402976,"threshold_uncertainty_score":0.9995147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001387065492095,"score_gpt":0.4597975498119698,"score_spread":0.3596588432627603,"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."}}