{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001275066,0.0002303608,0.0002260399,0.000883523,0.0002953964,0.0004390033,0.0005337307,0.0003924791,0.0008627261],"category_scores_gemma":[0.006902001,0.0002640228,0.0003916529,0.000772235,0.0003436468,0.000253335,0.0003398283,0.0002626808,0.00009758271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276258,"about_ca_system_score_gemma":0.0009798608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06272385,"about_ca_topic_score_gemma":0.07394186,"domain_scores_codex":[0.9991577,0.0001560183,0.00008661084,0.0001712079,0.0002991785,0.000129274],"domain_scores_gemma":[0.9968982,0.0008453172,0.001478423,0.0001890287,0.0002518351,0.000337256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002948836,0.000008924566,0.9982672,0.000009894791,0.00004571947,0.00002689478,0.00003486998,0.00004340616,0.00006858966,0.000005992373,0.00004152516,0.001152067],"study_design_scores_gemma":[0.000008396243,0.00005185235,0.9995443,0.000004311407,0.00001832768,0.00008882485,0.00004663342,0.0001254975,0.00004253093,0.000006004893,0.00006118861,0.000002118739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986834,0.0004021428,0.00004269952,0.00001574771,0.000002124772,0.00001176617,0.0007250108,0.000002124707,0.0001149336],"genre_scores_gemma":[0.999033,0.0001633833,0.00007711347,0.00001061793,0.000002442315,0.000005934014,0.0006485207,0.000001241973,0.00005775251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06272385,"threshold_uncertainty_score":0.1247175,"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."}}