{"id":"W4210491804","doi":"10.1016/j.fertnstert.2021.12.025","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":"Fertility and Sterility","topic":"Ovarian function and disorders","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Newborn Screening Ontario; CReATe Fertility Centre; Ottawa Fertility Centre","funders":"","keywords":"Live birth; Embryo transfer; In vitro fertilisation; Pregnancy; Medicine; Gynecology; Assisted reproductive technology; Obstetrics; Pregnancy rate; Endometrium; Infertility; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000779351,0.000183289,0.0007501781,0.0005737053,0.0001065651,0.00002532174,0.00008347056,0.0001280822,0.001287358],"category_scores_gemma":[0.0002335154,0.0001815359,0.0001069722,0.001097916,0.0001967875,0.0001684645,0.00006711727,0.0002866054,4.6519e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007145858,"about_ca_system_score_gemma":0.00008097779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007114409,"about_ca_topic_score_gemma":0.004290683,"domain_scores_codex":[0.9977133,0.0006245085,0.0005886644,0.0005803658,0.0002705095,0.0002226585],"domain_scores_gemma":[0.999165,0.000239803,0.00007840903,0.0003305924,0.00005129613,0.0001349215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1343719,0.001107057,0.8441022,0.0001238525,0.0002165048,0.00001815559,0.007100335,0.0009363156,0.007687138,0.000004522999,0.000003430792,0.004328604],"study_design_scores_gemma":[0.004649504,0.0004275431,0.9597495,0.000008920628,0.0002678503,0.000001425941,0.008221453,0.02570564,0.0007043673,0.0001137902,0.00001551352,0.0001344668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972587,0.0003530189,0.0006090553,0.0001921117,0.0001212182,0.0004482258,0.0008924594,0.00003633869,0.00008882217],"genre_scores_gemma":[0.9990482,0.00002652855,0.0001680683,0.0001968946,0.000009173165,0.00003380261,0.0004935892,0.000009244498,0.00001444113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1297224,"threshold_uncertainty_score":0.9996256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145247824041241,"score_gpt":0.269797830122105,"score_spread":0.2483453518816925,"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."}}