{"id":"W2769424853","doi":"10.1093/biolre/iox149","title":"Successful in vitro maturation of oocytes: a matter of follicular differentiation","year":2017,"lang":"en","type":"review","venue":"Biology of Reproduction","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Università degli Studi di Milano; University of Connecticut","keywords":"Biology; Oocyte; Folliculogenesis; In vitro maturation; Follicular phase; In vitro fertilisation; Infertility; Ovarian follicle; Follicle; Growth differentiation factor-9; Human fertilization; Cell biology; Antral follicle; Andrology; Embryo; Endocrinology; Genetics; Embryogenesis; Pregnancy","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":[0.0008370394,0.0002357303,0.002047808,0.0003510753,0.00002751489,0.00000165723,0.000150534,0.0006169013,0.00003853919],"category_scores_gemma":[0.0007109708,0.0001732106,0.0003795193,0.0001561582,0.0004458132,0.00007341002,0.00005180321,0.0002583663,0.000006904758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006085667,"about_ca_system_score_gemma":0.0001253161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008978359,"about_ca_topic_score_gemma":0.000002426859,"domain_scores_codex":[0.9975545,0.0003534704,0.001086354,0.0007753052,0.00009024328,0.0001401413],"domain_scores_gemma":[0.9964631,0.00004752056,0.00183733,0.001360318,0.0002706077,0.00002110275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003255118,0.0004315924,0.01164341,0.02132517,0.0004231364,0.000001270143,0.00007018287,1.653639e-7,0.01934878,0.00002641548,0.0000443586,0.9434304],"study_design_scores_gemma":[0.001766658,0.001084619,0.4128158,0.01082459,0.002623705,0.0002312519,0.00006486541,0.0000053896,0.1494621,0.0007622269,0.4197241,0.0006345889],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06604663,0.9319981,0.00006553025,0.00009556553,0.0006087448,0.001027289,0.00003328783,0.000009739364,0.0001150975],"genre_scores_gemma":[0.1390293,0.8596068,0.0002426803,0.00000220999,0.0002679327,0.0000526015,0.0006458503,0.00001535607,0.0001372447],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9427958,"threshold_uncertainty_score":0.7063323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06836279401746947,"score_gpt":0.3696637694729071,"score_spread":0.3013009754554377,"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."}}