{"id":"W4388562488","doi":"10.1016/j.fertnstert.2023.11.007","title":"Isthmocele, not cesarean section per se, reduces in vitro fertilization success: a systematic review and meta-analysis of over 10,000 embryo transfer cycles","year":2023,"lang":"en","type":"review","venue":"Fertility and Sterility","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Live birth; In vitro fertilisation; Odds ratio; Obstetrics; Gynecology; Meta-analysis; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001574719,0.0004345262,0.006776951,0.0004116148,0.00008101687,0.00003815538,0.0001205952,0.000273445,0.001536834],"category_scores_gemma":[0.0001520755,0.00029185,0.00147521,0.0008425242,0.0001141983,0.0001461411,0.0000663001,0.0002928003,0.000005011074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008886348,"about_ca_system_score_gemma":0.00006238373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002050782,"about_ca_topic_score_gemma":0.001176877,"domain_scores_codex":[0.9956102,0.0009056251,0.002227982,0.0006780119,0.0003359786,0.000242207],"domain_scores_gemma":[0.9986091,0.0001877962,0.0003423487,0.0005444672,0.0001570036,0.0001593107],"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":[0.0008964356,0.0001426809,0.00002580781,0.9854997,0.01141871,0.000004636716,0.0001243373,6.159692e-8,0.000003716504,9.480239e-7,0.000004590764,0.001878411],"study_design_scores_gemma":[0.0004051934,0.0002364343,0.1320405,0.09239122,0.7672723,0.00003452498,0.00005084892,0.0001935925,0.00003545953,0.00002264464,0.006779123,0.0005381804],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03581131,0.9587041,0.00002145964,0.00009877249,0.00005413471,0.002564495,0.002652842,0.00004144172,0.00005142609],"genre_scores_gemma":[0.08217913,0.9137447,0.000007937821,0.0001096216,0.00001274119,0.000490669,0.0005415616,0.00002720208,0.002886429],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8931084,"threshold_uncertainty_score":0.9999534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1812620428740478,"score_gpt":0.4157583965889038,"score_spread":0.234496353714856,"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."}}