{"id":"W4213118436","doi":"10.1093/humupd/dmac012","title":"The LH surge and ovulation re-visited: a systematic review and meta-analysis and implications for true natural cycle frozen thawed embryo transfer","year":2022,"lang":"en","type":"review","venue":"Human Reproduction Update","topic":"Ovarian function and disorders","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Embryo transfer; Ovulation; Luteinizing hormone; Follicular phase; Natural cycle; Medicine; Cochrane Library; Gynecology; Andrology; Pregnancy; Biology; Internal medicine; Hormone; Meta-analysis; Genetics","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":[0.001833659,0.0003627579,0.003025461,0.0003259198,0.0008011953,0.0001149079,0.00008519777,0.0001030339,0.0004190978],"category_scores_gemma":[0.0003763993,0.0002247916,0.0009458418,0.0007310905,0.00009638529,0.0001021106,0.00004389876,0.0003016171,0.000004056013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004605384,"about_ca_system_score_gemma":0.00004469053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001735854,"about_ca_topic_score_gemma":0.00003235166,"domain_scores_codex":[0.9971476,0.00044432,0.001031369,0.0009910446,0.0001961314,0.0001895279],"domain_scores_gemma":[0.9979627,0.0002336184,0.0003837259,0.001191873,0.0001293771,0.00009874234],"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":[0.00005203118,0.0001240764,0.000019867,0.8326533,0.1239863,0.00000183569,0.0002122373,0.000001224276,0.000003581039,0.006730247,0.004969291,0.03124592],"study_design_scores_gemma":[0.0002796388,0.00004011839,0.0001257285,0.001212015,0.6366602,0.0001224552,0.00004863599,0.000007835947,1.838023e-7,0.0002218323,0.3610432,0.0002381029],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001337057,0.9901521,0.00015468,0.004082788,0.00009021798,0.005230034,0.0001024512,0.00007350279,0.0001009157],"genre_scores_gemma":[0.0002332113,0.9928757,0.00004836983,0.0004652988,0.00006798394,0.001732986,0.001200582,0.00004655091,0.00332933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8314413,"threshold_uncertainty_score":0.9166734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09214450585281919,"score_gpt":0.3612722047571281,"score_spread":0.2691276989043089,"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."}}