{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002910054,0.0001534476,0.0002729617,0.0005521336,0.0002517044,0.0005417981,0.0003605175,0.0008252418,0.001798306],"category_scores_gemma":[0.01398126,0.0001819569,0.0002976839,0.0003952627,0.0003847642,0.0005863805,0.0003900513,0.0003650276,0.0006032503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003206753,"about_ca_system_score_gemma":0.0005080897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002629099,"about_ca_topic_score_gemma":0.003545311,"domain_scores_codex":[0.9988683,0.0004785522,0.00008626809,0.0001387029,0.0001872458,0.0002409196],"domain_scores_gemma":[0.9911422,0.004635412,0.002008219,0.0003890334,0.0006804977,0.001144734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001301718,0.0003058959,0.9765393,0.00004190276,0.00008581595,0.0001931358,0.0005788493,0.00009230876,0.000518937,0.00002997035,0.0004929114,0.01981933],"study_design_scores_gemma":[0.00005368816,0.001612882,0.9963032,0.00002969045,0.00004937936,0.0002513976,0.0009305262,0.0001383327,0.0001899382,0.00002546415,0.0004084008,0.000007049121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984877,0.0003857022,0.00004388402,0.0001781946,0.00002605893,0.000009510155,0.0000813842,0.000002814697,0.0007847293],"genre_scores_gemma":[0.9987814,0.0002923481,0.0001153317,0.0001948984,0.00003178668,0.00001131065,0.0001525884,0.000003484603,0.0004168512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002910054,"threshold_uncertainty_score":0.01538998,"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."}}