{"id":"W2606969079","doi":"10.1007/s10815-017-0906-6","title":"Elective single blastocyst transfer in advanced maternal age","year":2017,"lang":"en","type":"article","venue":"Journal of Assisted Reproduction and Genetics","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Blastocyst Transfer; Live birth; Blastocyst; Reproductive medicine; Embryo transfer; Advanced maternal age; In vitro fertilisation; Gynecology; Medicine; Obstetrics; Pregnancy; Confounding; Pregnancy rate; Retrospective cohort study; Logistic regression; Single Embryo Transfer; Biology; Embryo; Internal medicine; Fetus; Genetics; Embryogenesis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004855273,0.00009645928,0.000282945,0.0001019212,0.0001183895,0.00002632971,0.00007103338,0.00009294455,0.00001333564],"category_scores_gemma":[0.0003609636,0.00007439991,0.00007078303,0.00004928338,0.0002143764,0.000102392,0.00001608931,0.0002892186,0.000001146077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005476736,"about_ca_system_score_gemma":0.00004762262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004960575,"about_ca_topic_score_gemma":0.00001406139,"domain_scores_codex":[0.9990478,0.00005959173,0.0003629676,0.0002779755,0.0001290612,0.0001226379],"domain_scores_gemma":[0.9990645,0.000009448484,0.0001955847,0.0004050026,0.000250573,0.00007487551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007612558,0.0004807006,0.2123245,0.00005646648,0.0001267665,0.0001732968,0.0003621332,0.00002152292,0.6711622,0.000009288118,0.0000656518,0.107605],"study_design_scores_gemma":[0.001374405,0.000817119,0.8743001,0.00005888712,0.00005138326,0.001237701,0.00007424485,0.000005028999,0.1196069,0.0001629995,0.002250406,0.00006085561],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953666,0.00112591,0.0002296442,0.001879747,0.0006424413,0.0001464937,9.704866e-7,0.000005402297,0.0006027596],"genre_scores_gemma":[0.9975452,0.0003500158,0.001035993,0.00003366564,0.0004358482,0.00000139578,7.25001e-7,0.000007936024,0.0005892142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6619756,"threshold_uncertainty_score":0.303394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03516715187315699,"score_gpt":0.3081733639009845,"score_spread":0.2730062120278275,"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."}}