{"id":"W4292080751","doi":"10.1007/s10815-022-02588-9","title":"Preimplantation genetic testing for aneuploidy in patients with low embryo numbers: benefit or harm?","year":2022,"lang":"en","type":"article","venue":"Journal of Assisted Reproduction and Genetics","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; CReATe Fertility Centre","funders":"","keywords":"Aneuploidy; Live birth; Reproductive medicine; Abortion; Miscarriage; Gynecology; Embryo transfer; Genetic testing; Blastocyst; Biology; Embryo quality; Obstetrics; Retrospective cohort study; Oocyte; Medicine; Embryo; Pregnancy; Internal medicine; Genetics; Chromosome; 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":[0.001472521,0.0003081894,0.0008439446,0.0006058531,0.0003247434,0.000892145,0.0006101944,0.001932337,0.003597121],"category_scores_gemma":[0.01743314,0.0001445103,0.0003332588,0.0004246738,0.001072983,0.001164708,0.0004461082,0.001437875,0.0005537323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003794137,"about_ca_system_score_gemma":0.0006540396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006934829,"about_ca_topic_score_gemma":0.0009606128,"domain_scores_codex":[0.999182,0.0004108849,0.00007373381,0.00006065392,0.0001878911,0.00008481265],"domain_scores_gemma":[0.9936658,0.005035916,0.0003781386,0.0001807301,0.0003194374,0.0004200331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00437453,0.0003359767,0.4349839,0.0009965394,0.0003680905,0.02371659,0.0007312836,0.001217892,0.004913079,0.007901434,0.01636546,0.5040951],"study_design_scores_gemma":[0.00131695,0.005386789,0.5680283,0.00670878,0.001806864,0.2324851,0.008080858,0.009015162,0.008830319,0.1025719,0.0554914,0.0002774921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7057362,0.1093778,0.005064584,0.1390694,0.001838603,0.0001009117,0.0004839223,0.0001730334,0.03815562],"genre_scores_gemma":[0.9753428,0.0153791,0.002263516,0.0046693,0.001184294,0.00002360604,0.0001537054,0.00001715079,0.0009665067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003597121,"threshold_uncertainty_score":0.01203352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02555489556650178,"score_gpt":0.2716934212459372,"score_spread":0.2461385256794354,"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."}}