{"id":"W2761971908","doi":"10.1007/s00404-017-4561-z","title":"Predictive factors for live birth after in vitro maturation of oocytes in women with polycystic ovary syndrome","year":2017,"lang":"en","type":"article","venue":"Archives of Gynecology and Obstetrics","topic":"Ovarian function and disorders","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Polycystic ovary; Ovarian hyperstimulation syndrome; Intracytoplasmic sperm injection; Medicine; In vitro fertilisation; Live birth; Infertility; Embryo transfer; In vitro maturation; Gynecology; Antral follicle; Oocyte; Andrology; Embryo; Biology; Pregnancy; Ovary; Internal medicine; Obesity","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":[0.00005896389,0.0000866206,0.0002860894,0.0003751628,0.00003854604,0.000004435392,0.00005288978,0.00007126185,0.00001665666],"category_scores_gemma":[0.001797618,0.00006787079,0.00002378897,0.0000846855,0.0002560726,0.00008388187,0.00002959859,0.0001043867,3.669583e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002129927,"about_ca_system_score_gemma":0.00007354868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002316936,"about_ca_topic_score_gemma":0.00003074909,"domain_scores_codex":[0.9994156,0.0000278804,0.000192801,0.0001501133,0.00005775442,0.0001558937],"domain_scores_gemma":[0.9975211,0.002113665,0.0001443041,0.0001494751,0.00002152409,0.00004991376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05112052,0.0005213027,0.9249782,0.000479854,0.0001461309,0.00007982751,0.0101323,0.00002623509,0.001483793,0.0001255839,0.00000598167,0.0109003],"study_design_scores_gemma":[0.003504361,0.001649205,0.9910253,0.00005299813,0.00002616713,0.000007998118,0.002078146,0.0003531264,0.0004238166,0.0007817699,0.00003591254,0.00006120431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982783,0.0003291833,0.0002585692,0.0001049131,0.0001204998,0.0003847963,0.00003482147,0.000005507576,0.0004834738],"genre_scores_gemma":[0.9989609,0.00009031872,0.0007100562,0.00006479779,0.000004300296,0.00004544587,0.0000111238,0.000007480747,0.000105573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06604712,"threshold_uncertainty_score":0.276769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008992919152689854,"score_gpt":0.2282153546623776,"score_spread":0.2192224355096877,"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."}}