{"id":"W2847404810","doi":"10.3389/fmed.2018.00210","title":"Healthy Singleton Pregnancies From Restorative Reproductive Medicine (RRM) After Failed IVF","year":2018,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Singleton; Obstetrics; Reproductive medicine; Medicine; Pregnancy; Biology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009490708,0.0005050832,0.001547734,0.0008066279,0.0001922981,0.000005295664,0.000306769,0.0004686146,0.0006774574],"category_scores_gemma":[0.003205001,0.0003649792,0.00008149973,0.001297983,0.004918572,0.0002431484,0.0001252824,0.001059191,0.00005351771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005449954,"about_ca_system_score_gemma":0.0002019725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003594796,"about_ca_topic_score_gemma":0.0001219871,"domain_scores_codex":[0.995839,0.0002711106,0.0009162741,0.00163763,0.000651399,0.0006846048],"domain_scores_gemma":[0.9969813,0.0001216326,0.0003710924,0.001746305,0.0005322216,0.0002474726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01165736,0.0006877958,0.5827054,0.0002813577,0.0007931862,0.00129126,0.03554583,8.379953e-7,0.003907974,0.0005929191,0.316991,0.04554512],"study_design_scores_gemma":[0.01657171,0.01296061,0.7824349,0.01317346,0.001028248,0.0001580667,0.031843,0.0001086589,0.008844575,0.03580882,0.09596889,0.001099103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6676326,0.1136665,0.01644901,0.1561343,0.01535148,0.003349009,0.00002950764,0.0008730745,0.02651449],"genre_scores_gemma":[0.9743896,0.0008096867,0.01367163,0.002544932,0.00498207,0.0002026375,0.00008347927,0.00007285206,0.003243089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.306757,"threshold_uncertainty_score":0.9998802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261809886105803,"score_gpt":0.2968386799483131,"score_spread":0.2742205810872551,"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."}}