{"id":"W2047831653","doi":"10.1016/j.fertnstert.2012.07.195","title":"Idiopathic recurrent pregnancy loss is mostly caused by aneuploid embryos","year":2012,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pacific Centre for Reproductive Medicine","funders":"","keywords":"Miscarriage; Pregnancy; Medicine; Obstetrics; Gynecology; Gestation; Embryo transfer; Recurrent miscarriage; Retrospective cohort study; Live birth; Biology; Surgery","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":[0.0004239267,0.0002137355,0.0003826256,0.0000236979,0.0001249005,0.00002586077,0.00008140483,0.0001705785,0.0001122484],"category_scores_gemma":[0.0004526678,0.0001808149,0.00008409025,0.000103128,0.0001688841,0.0001991597,0.0001189853,0.000291519,0.00002575821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005030668,"about_ca_system_score_gemma":0.00004241001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001001229,"about_ca_topic_score_gemma":0.00001415028,"domain_scores_codex":[0.9984222,0.0001258042,0.0003450343,0.0003703197,0.0002747925,0.000461833],"domain_scores_gemma":[0.9987528,0.0001005255,0.0000664862,0.0005218175,0.00007469759,0.0004836536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009367377,0.001523176,0.940502,0.001354931,0.00007544869,0.00002669188,0.002136895,8.806707e-8,0.002018501,0.0000237586,0.001571534,0.0413996],"study_design_scores_gemma":[0.0008507107,0.0003060273,0.991517,0.0002810092,0.00007855727,0.00001453751,0.00004687957,0.0001042181,0.00492394,0.0001405327,0.001559761,0.0001767945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875934,0.009856799,0.0002285995,0.0007063944,0.0002485417,0.0003832889,0.0002377013,0.0001096654,0.0006356454],"genre_scores_gemma":[0.9990584,0.00009460553,0.00007382959,0.0004168588,0.00005467256,0.00002500753,0.00005100677,0.00001273822,0.0002129276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05101503,"threshold_uncertainty_score":0.7373417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258402924714637,"score_gpt":0.2820596185038786,"score_spread":0.2494755892567322,"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."}}