{"id":"W2786101934","doi":"10.1007/s10815-018-1127-3","title":"Do trained reproductive endocrinologists perform better than their trainees? Comparing clinical pregnancy rates and live birth rates after transfer of single fresh blastocysts","year":2018,"lang":"en","type":"article","venue":"Journal of Assisted Reproduction and Genetics","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Reproductive medicine; Embryo transfer; Medicine; Pregnancy; Live birth; Single Embryo Transfer; Antral follicle; Pregnancy rate; Gynecology; Obstetrics; Logistic regression; Blastocyst Transfer; Infertility; Embryo quality; Confounding; Assisted reproductive technology; Blastocyst; Embryo; Biology; In vitro fertilisation; Internal medicine; Ovary; 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":[0.0008461639,0.0002688956,0.0008194026,0.0002998878,0.0001187308,0.00003293163,0.000102745,0.0001900663,0.00003406639],"category_scores_gemma":[0.001040432,0.0001871175,0.0001698585,0.0002677907,0.001234298,0.0001463104,0.00005299876,0.0005467401,0.000001242726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003777582,"about_ca_system_score_gemma":0.0001076863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000526756,"about_ca_topic_score_gemma":0.00001321239,"domain_scores_codex":[0.9973438,0.000157391,0.00116698,0.000756329,0.0002615889,0.0003139305],"domain_scores_gemma":[0.9975913,0.00009727412,0.0004818217,0.0006472938,0.00101557,0.000166755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004528083,0.001072913,0.6978884,0.00063158,0.0006492115,0.00006385242,0.004928999,0.000003958849,0.06198517,0.00002469329,0.0003606541,0.2278625],"study_design_scores_gemma":[0.002396767,0.006047198,0.8214102,0.0005482798,0.0002032781,0.001944966,0.002793373,0.00002961408,0.1625447,0.0003664012,0.001518882,0.0001963299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814571,0.01309102,0.0001478314,0.004003593,0.0006295436,0.0004945861,0.000006968503,0.00003981212,0.0001296236],"genre_scores_gemma":[0.9915745,0.003702485,0.003084704,0.00007066366,0.001424612,0.00001003097,0.000002158447,0.00002700371,0.0001038717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2276662,"threshold_uncertainty_score":0.7630432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08111667032284432,"score_gpt":0.3473657148011062,"score_spread":0.2662490444782619,"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."}}