{"id":"W2975994511","doi":"10.1016/j.fertnstert.2019.07.521","title":"Predictive ability of a blastocyst grade on reproductive outcomes in elective fresh embryo transfer","year":2019,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Atlantic School of Theology; University of Manitoba; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Blastocyst; Embryo transfer; Embryo; Blastocyst Transfer; In vitro fertilisation; Pregnancy; Gynecology; Andrology; Logistic regression; Single Embryo Transfer; Embryo quality; Biology; Live birth; Pregnancy rate; Medicine; Obstetrics; Embryogenesis; Internal medicine; Genetics","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":[0.001182391,0.0002932411,0.0003093309,0.0008893005,0.0002979272,0.0007429998,0.0004375014,0.0007332133,0.003385384],"category_scores_gemma":[0.006331873,0.0001462737,0.0007592989,0.000551791,0.0005510229,0.0004480644,0.0004821617,0.001025645,0.0004358306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000283786,"about_ca_system_score_gemma":0.0005217009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001157494,"about_ca_topic_score_gemma":0.001557368,"domain_scores_codex":[0.9994911,0.000150766,0.00006999712,0.00008165959,0.000103525,0.0001029741],"domain_scores_gemma":[0.9941895,0.003339926,0.00111606,0.0003367239,0.0002661253,0.0007517532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005698949,0.00008632293,0.9951993,0.00001072807,0.00006436626,0.000101763,0.00003825482,0.000229567,0.0003417363,0.00005962019,0.00008275753,0.00321576],"study_design_scores_gemma":[0.00001296544,0.0005307315,0.9959601,0.00001746154,0.00009749801,0.0003681133,0.0002115799,0.001851812,0.0004057284,0.0002503797,0.0002799898,0.0000136808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983283,0.0002564284,0.0002428346,0.00008283601,0.00003171402,0.000006470397,0.0001825959,0.00000574285,0.0008631577],"genre_scores_gemma":[0.999413,0.00007790593,0.00009432032,0.00002054717,0.00002768689,0.000003768907,0.0001258852,0.000002643561,0.0002343136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003385384,"threshold_uncertainty_score":0.0113253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190565523426879,"score_gpt":0.2734988861289142,"score_spread":0.2544423337862263,"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."}}