{"id":"W4411749128","doi":"10.1093/humrep/deaf097.982","title":"P-676 Luteal phase progesterone support in modified natural cycle frozen-thawed embryo transfer (mNC-FET): a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Human Reproduction","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Luteal phase; Embryo transfer; Andrology; Gynecology; Medicine; Embryo; Biology; Internal medicine; Follicular phase; Cell biology","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":[0.003817552,0.0008324272,0.01154624,0.0008314421,0.0001606174,0.00003318792,0.000233609,0.0005175896,0.0002235295],"category_scores_gemma":[0.0007898898,0.0005628231,0.002411128,0.001422054,0.0002279487,0.0001512368,0.0000754747,0.001145782,0.00001894404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000212689,"about_ca_system_score_gemma":0.0002108044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004139817,"about_ca_topic_score_gemma":0.00003469204,"domain_scores_codex":[0.9924118,0.001606943,0.002433915,0.002764978,0.0003565132,0.0004258307],"domain_scores_gemma":[0.9961417,0.00009154124,0.0005326021,0.002841408,0.0002673929,0.0001253808],"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":[0.0001863113,0.0006563946,0.000003615498,0.926626,0.06706043,0.0000425437,0.0001238952,3.981192e-7,0.0000165807,0.00004653889,0.0001222844,0.005114955],"study_design_scores_gemma":[0.0008675262,0.0002645217,0.0001620978,0.02127761,0.9720473,0.0003248053,0.00001840679,0.000002591034,0.00001747094,0.00005142138,0.004430531,0.0005357076],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005206004,0.9877344,0.00003292455,0.0004167359,0.0001927632,0.01072855,0.00006751832,0.000117908,0.0001886507],"genre_scores_gemma":[0.00530534,0.9803776,0.00004331419,0.0001627206,0.0001853106,0.002413684,0.001292303,0.00004851215,0.01017118],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9053484,"threshold_uncertainty_score":0.9996823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0989484737649797,"score_gpt":0.4026099454445664,"score_spread":0.3036614716795867,"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."}}