{"id":"W2155997573","doi":"10.1016/j.fertnstert.2012.05.025","title":"Idiopathic recurrent miscarriage is caused mostly by aneuploid embryos","year":2012,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pacific Centre for Reproductive Medicine","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Cancer Institute","keywords":"Miscarriage; Recurrent miscarriage; Blastocyst; Embryo; Gynecology; Aneuploidy; Pregnancy; Abortion; Andrology; Biopsy; Population; Medicine; Embryo transfer; Biology; Live birth; Obstetrics; Embryogenesis; Pathology; Genetics","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":[0.0006690024,0.0002031495,0.0003761144,0.00002396448,0.0001241622,0.00002787048,0.000074849,0.0001650342,0.0001457965],"category_scores_gemma":[0.0004134917,0.0001717231,0.00008752789,0.00009268658,0.0001412421,0.000161316,0.0001061116,0.0002840552,0.00002562886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004816815,"about_ca_system_score_gemma":0.00003662808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001429583,"about_ca_topic_score_gemma":0.00001498949,"domain_scores_codex":[0.9984868,0.0001400163,0.0003275094,0.0003470676,0.0002658662,0.0004327661],"domain_scores_gemma":[0.9987739,0.00009291934,0.00005885674,0.000491315,0.00006231864,0.0005206894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02655147,0.002163358,0.9029829,0.001579431,0.0001442295,0.00002946776,0.004156164,1.629133e-7,0.01329276,0.00003581297,0.008698085,0.04036615],"study_design_scores_gemma":[0.0008592778,0.0002676905,0.9867687,0.00007574659,0.00008306323,0.00001368619,0.00007982198,0.0001500809,0.006881251,0.00008040507,0.004572592,0.0001677002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922458,0.004739747,0.000190598,0.0008401465,0.0002639632,0.0003183937,0.0002478114,0.0001043292,0.001049245],"genre_scores_gemma":[0.9987687,0.00003644128,0.00007832207,0.0007071113,0.00007813452,0.00001700233,0.00006980071,0.00001203909,0.0002324301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08378577,"threshold_uncertainty_score":0.7002665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03076231705433585,"score_gpt":0.2794225770959801,"score_spread":0.2486602600416443,"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."}}