{"id":"W4323653376","doi":"10.1093/humrep/dead045","title":"Does embryo quality at transfer affect obstetric outcomes and placental findings?","year":2023,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Obstetrics; Embryo transfer; Blastocyst Transfer; Gynecology; Pregnancy; Live birth; Retrospective cohort study; Advanced maternal age; Single Embryo Transfer; Embryo quality; Ovarian reserve; Placenta previa; Reproductive medicine; Blastocyst; Fetus; Placenta; In vitro fertilisation; Embryo; Biology; Infertility; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002626811,0.0001558994,0.0003793967,0.0007349468,0.0001752272,0.0007053179,0.0005172027,0.0005684941,0.002164854],"category_scores_gemma":[0.01489838,0.0001495764,0.0005839315,0.001158598,0.0006240523,0.0006299092,0.0003742629,0.0003104092,0.0002642472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002968351,"about_ca_system_score_gemma":0.0003546905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001431656,"about_ca_topic_score_gemma":0.001067548,"domain_scores_codex":[0.9989296,0.0004353779,0.0001720649,0.0001763376,0.0001930921,0.00009351286],"domain_scores_gemma":[0.9894336,0.004702281,0.004400976,0.0005637189,0.0004141118,0.0004853797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000212961,0.00001145639,0.996765,0.00005059661,0.0001017293,0.00006530817,0.00004828422,0.00003872143,0.0001330628,0.00002567023,0.00004015041,0.002507115],"study_design_scores_gemma":[0.000007564653,0.0001964707,0.9988569,0.00003807418,0.00009762507,0.0003198622,0.00009398723,0.0001095199,0.0001077156,0.00005893007,0.0001091516,0.000004256908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940023,0.004112797,0.0003919069,0.0002666737,0.00002471769,0.00002300629,0.0004323822,0.000004674288,0.0007415124],"genre_scores_gemma":[0.9990312,0.0005418375,0.0001418711,0.00003743202,0.00002268172,0.000005931175,0.0001471173,0.000002848557,0.00006902678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002626811,"threshold_uncertainty_score":0.01389205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04176337494348235,"score_gpt":0.3332099830365975,"score_spread":0.2914466080931151,"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."}}