{"id":"W3047080741","doi":"10.1186/s13048-020-00692-x","title":"Assisted hatching of vitrified-warmed blastocysts prior to embryo transfer does not improve pregnancy outcomes","year":2020,"lang":"en","type":"article","venue":"Journal of Ovarian Research","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Blastocyst Transfer; Blastocyst; Embryo transfer; Pregnancy; Medicine; Live birth; Obstetrics; Gynecology; Embryo; Retrospective cohort study; Prospective cohort study; Twin Pregnancy; Fetus; Andrology; Biology; Surgery; 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":[0.0009996864,0.0001169873,0.0001778552,0.0002270503,0.000155381,0.0002746981,0.0002194387,0.0001670059,0.001311861],"category_scores_gemma":[0.003176419,0.00007820315,0.0001889658,0.0001383581,0.0003551631,0.0001864393,0.0002642452,0.0002185115,0.0001074864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002235176,"about_ca_system_score_gemma":0.0003549767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000945292,"about_ca_topic_score_gemma":0.001666634,"domain_scores_codex":[0.9995967,0.0001240185,0.00003966512,0.00006116095,0.0001441937,0.00003434049],"domain_scores_gemma":[0.9986657,0.0004968382,0.0005574382,0.0001091238,0.00008896099,0.00008200834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001751423,0.0001381623,0.8298134,0.0004807184,0.0003554808,0.001065415,0.0003745105,0.0008889916,0.0711857,0.0002523005,0.0003720541,0.09332193],"study_design_scores_gemma":[0.00004983965,0.001793322,0.9847654,0.0001124592,0.00009583418,0.001760743,0.0001529216,0.0005223128,0.00950089,0.00007586097,0.001161997,0.000008463206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995827,0.00237866,0.0007753078,0.00007094842,0.00002116688,0.000014893,0.00007235059,0.00001379968,0.0008258281],"genre_scores_gemma":[0.9985921,0.0004466226,0.0004935524,0.00002776641,0.000009948253,0.000007357213,0.00008421265,0.000003236761,0.0003352524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001311861,"threshold_uncertainty_score":0.005286932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155968330793935,"score_gpt":0.3961522640597778,"score_spread":0.2805554309803843,"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."}}