{"id":"W4288683333","doi":"10.1097/01.ogx.0000856324.89575.d1","title":"Optimal Endometrial Thickness in Fresh and Frozen-Thaw In Vitro Fertilization Cycles: An Analysis of Live Birth Rates From 96,000 Autologous Embryo Transfers","year":2022,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"CReATe Fertility Centre; University of Toronto","funders":"","keywords":"Medicine; In vitro fertilisation; Embryo transfer; Gynecology; Human chorionic gonadotropin; Andrology; Obstetrics; Abortion; Placenta previa; Embryo; Live birth; Pregnancy; Placenta; Fetus; Hormone; Endocrinology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002010465,0.0002657186,0.001400578,0.0009557547,0.0001202798,0.00001517741,0.0002479593,0.000393456,0.001785838],"category_scores_gemma":[0.01520617,0.0002117357,0.0001865247,0.00441332,0.0003866473,0.000101118,0.0001517983,0.0007697638,0.000002656318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000241132,"about_ca_system_score_gemma":0.00008848368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003897771,"about_ca_topic_score_gemma":0.00114091,"domain_scores_codex":[0.9936523,0.003624217,0.0008640896,0.001053371,0.0003740274,0.0004320397],"domain_scores_gemma":[0.9903717,0.008745358,0.0001505225,0.0003992736,0.0001362488,0.0001968843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01775714,0.001927705,0.9659739,0.00001285825,0.0002387449,0.0001122103,0.0004724827,0.001487763,0.008309796,0.000009055814,0.000005186608,0.003693182],"study_design_scores_gemma":[0.003267123,0.001612706,0.9882025,0.000003261001,0.000217403,0.000002600286,0.0008764329,0.004468334,0.001044205,0.00008480612,0.00001439649,0.0002062525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964784,0.001315178,0.0001941764,0.0001109951,0.000260165,0.0006414874,0.0009042822,0.00004579448,0.00004955874],"genre_scores_gemma":[0.998135,0.00009022187,0.0003505872,0.0001441801,0.00002468577,0.00007493551,0.001149689,0.00001285717,0.00001787298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0222286,"threshold_uncertainty_score":0.9991267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04172277199415083,"score_gpt":0.301577120652574,"score_spread":0.2598543486584232,"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."}}